# Table of Contents - [DuneCon - Explore the World of 1000 Chains](#dunecon-explore-the-world-of-1000-chains) - [404 Page Not Found | Dune](#404-page-not-found-dune) - [Dune](#dune) - [Dune](#dune) - [Gradient Editor | Dune](#gradient-editor-dune) - [Pricing | Dune](#pricing-dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune | Dune](#dune-dune) - [DUNE APPLICATION SERVICE Addendum | Dune](#dune-application-service-addendum-dune) - [Dune](#dune) - [Dune Data Hub Service Addendum | Dune](#dune-data-hub-service-addendum-dune) - [SIM API SERVICE Addendum | Dune](#sim-api-service-addendum-dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [Dune](#dune) - [DUNE SQL API SERVICE Addendum | Dune](#dune-sql-api-service-addendum-dune) - [Privacy Policy | Dune](#privacy-policy-dune) - [Dune Data Processing Agreement | Dune](#dune-data-processing-agreement-dune) - [Dune](#dune) - [DuneCon 25 - Crecimiento](#dunecon-25-crecimiento) - [Terms of Service | Dune](#terms-of-service-dune) - [Newsletter Signup | Dune](#newsletter-signup-dune) - [Dune <> SheFi: Not an Ordinary Women’s Meetup](#dune-shefi-not-an-ordinary-women-s-meetup) - [Wizard program | Dune](#wizard-program-dune) - [Press | Dune](#press-dune) - [Ep #4 - Danning from 0x Network/Matcha - Dex Aggregators and dex data - Blog | Dune](#ep-4-danning-from-0x-network-matcha-dex-aggregators-and-dex-data-blog-dune) - [Complete guide: Analyzing the Top 10 Ethereum NFTs Using Dune API - Blog | Dune](#complete-guide-analyzing-the-top-10-ethereum-nfts-using-dune-api-blog-dune) - [Welcome to Dune! - Blog | Dune](#welcome-to-dune-blog-dune) - [Ep #9 - drethereum - Rabbithole.gg and how to onboard users to web3 - Blog | Dune](#ep-9-drethereum-rabbithole-gg-and-how-to-onboard-users-to-web3-blog-dune) - [DuneCon22 Opening Keynote with CEO, Fredrik Haga - Blog | Dune](#dunecon22-opening-keynote-with-ceo-fredrik-haga-blog-dune) - [Ep #5 - Elias from Coinbase - Why data matters - Blog | Dune](#ep-5-elias-from-coinbase-why-data-matters-blog-dune) - [From Polkadot RPC Byte to Pixels on Dashboard: The Magic ETL Pipeline - Blog | Dune](#from-polkadot-rpc-byte-to-pixels-on-dashboard-the-magic-etl-pipeline-blog-dune) - [Ep #1 - Hildobby - NFT market deep dive - Blog | Dune](#ep-1-hildobby-nft-market-deep-dive-blog-dune) - [EP #11 - Reverse (non-)Weekly Wizard with Boxer, Danning and Hildobby - Blog | Dune](#ep-11-reverse-non-weekly-wizard-with-boxer-danning-and-hildobby-blog-dune) - [Roadmap to Becoming a Top Crypto Data Analyst - Blog | Dune](#roadmap-to-becoming-a-top-crypto-data-analyst-blog-dune) - [Ep #6 - Richard Chen - Blog | Dune](#ep-6-richard-chen-blog-dune) - [Building Backend Data Infrastructure with Ben Smith - Blog | Dune](#building-backend-data-infrastructure-with-ben-smith-blog-dune) - [BendDAO Liquidity Crisis (with Bend cofounder Q&A) | Dune Arcana #2 - Blog | Dune](#benddao-liquidity-crisis-with-bend-cofounder-q-a-dune-arcana-2-blog-dune) - [Data Science On Uniswap v3, Austin Adams and Xin Wan, Uniswap Labs - Blog | Dune](#data-science-on-uniswap-v3-austin-adams-and-xin-wan-uniswap-labs-blog-dune) - [Dunerds: No Data Beyond Our Reach - Blog | Dune](#dunerds-no-data-beyond-our-reach-blog-dune) - [Sparking Joy Through Dune with Elias Simos - Blog | Dune](#sparking-joy-through-dune-with-elias-simos-blog-dune) - [Governance In Data with Ivan Molto & Fred Hjalmarsson of GitcoinDAO - Blog | Dune](#governance-in-data-with-ivan-molto-fred-hjalmarsson-of-gitcoindao-blog-dune) - [Ep #8 - Michael Silberling - The Dune Goat | Data for an entire L2 - Blog | Dune](#ep-8-michael-silberling-the-dune-goat-data-for-an-entire-l2-blog-dune) - [Leveraging Your Data Communities with Andrew Hong - Blog | Dune](#leveraging-your-data-communities-with-andrew-hong-blog-dune) - [Founder Interview AMA with Mario Gabriele, Founder of The Generalist - Blog | Dune](#founder-interview-ama-with-mario-gabriele-founder-of-the-generalist-blog-dune) - [Ep #6 - Richard Chen - Blog | Dune](#ep-6-richard-chen-blog-dune) - [RWA Report 2025 - Blog | Dune](#rwa-report-2025-blog-dune) - [Beyond the 10-K: Revolutionizing Financial Transparency with On-Chain Data - Blog | Dune](#beyond-the-10-k-revolutionizing-financial-transparency-with-on-chain-data-blog-dune) - [Behind The Blocks - Blog | Dune](#behind-the-blocks-blog-dune) - [Blockspace Abundance: What Do We Do With It? - Blog | Dune](#blockspace-abundance-what-do-we-do-with-it-blog-dune) - [Changes to Dashboard Refreshes - Blog | Dune](#changes-to-dashboard-refreshes-blog-dune) - [Careers and Paths in web3 Data Science, Wizard Panel - Blog | Dune](#careers-and-paths-in-web3-data-science-wizard-panel-blog-dune) - [Chat with Lisan al Gaib, Vitalik Buterin, at DuneCon2024 - Blog | Dune](#chat-with-lisan-al-gaib-vitalik-buterin-at-dunecon2024-blog-dune) - [Creating and Managing Dashboards - Blog | Dune](#creating-and-managing-dashboards-blog-dune) - [Cracking Solana Staking: Native, Pools, and LSTs Unlocked - Blog | Dune](#cracking-solana-staking-native-pools-and-lsts-unlocked-blog-dune) - [Creating Visualizations (Charts) - Blog | Dune](#creating-visualizations-charts-blog-dune) - [Dune 101: Creating your first Query - Blog | Dune](#dune-101-creating-your-first-query-blog-dune) - [Exploring Queries, Views, and Matviews - Blog | Dune](#exploring-queries-views-and-matviews-blog-dune) - [Dune - Blog | Dune](#dune-blog-dune) - [From Chain to Chains: Building a Superchain Data Team - Blog | Dune](#from-chain-to-chains-building-a-superchain-data-team-blog-dune) - [Ep #2 - Niftytable - NFT trends - Blog | Dune](#ep-2-niftytable-nft-trends-blog-dune) - [How Lido Creates Analytics Using Dune with Grigori Shestakov - Blog | Dune](#how-lido-creates-analytics-using-dune-with-grigori-shestakov-blog-dune) - [Ep #10 - Andrew from Mirror.xyz - web3 education, DAOs and finding your job in web3 - Blog | Dune](#ep-10-andrew-from-mirror-xyz-web3-education-daos-and-finding-your-job-in-web3-blog-dune) - [Opening Keynote: Making Multichain Data Accessible - Blog | Dune](#opening-keynote-making-multichain-data-accessible-blog-dune) - [Blueprint for Adoption: Paving the Path to a Blockchain World - Blog | Dune](#blueprint-for-adoption-paving-the-path-to-a-blockchain-world-blog-dune) - [Can I kick it? Dune at 5 - Blog | Dune](#can-i-kick-it-dune-at-5-blog-dune) - [Decoding Contracts - Blog | Dune](#decoding-contracts-blog-dune) - [About Dune | Dune](#about-dune-dune) - [Contact | Dune](#contact-dune) - [Datashare | Dune](#datashare-dune) - [Dune's Vision - Blog | Dune](#dune-s-vision-blog-dune) - [Eyes on Asia: Does On-chain Data Reveal the Shift? - Blog | Dune](#eyes-on-asia-does-on-chain-data-reveal-the-shift-blog-dune) - [Execution Through Ownership - Blog | Dune](#execution-through-ownership-blog-dune) - [We've raised a $69,420,000 Series B led by Coatue - Blog | Dune](#we-ve-raised-a-69-420-000-series-b-led-by-coatue-blog-dune) - [Dune Acquires smlXL to Strengthen Real-Time Blockchain Data Capabilities - Blog | Dune](#dune-acquires-smlxl-to-strengthen-real-time-blockchain-data-capabilities-blog-dune) - [Exploring and Contributing to Spellbook (Curated Tables) - Blog | Dune](#exploring-and-contributing-to-spellbook-curated-tables-blog-dune) - [Meet the team: Alanna - Blog | Dune](#meet-the-team-alanna-blog-dune) - [Meet the team: Beccy Ingram - Blog | Dune](#meet-the-team-beccy-ingram-blog-dune) - [APIs & Connectors | Dune](#apis-connectors-dune) - [Catalyst | Dune](#catalyst-dune) - [How we think about paid products - Blog | Dune](#how-we-think-about-paid-products-blog-dune) - [Investigate Addresses with Labels - Now Live on V2! - Blog | Dune](#investigate-addresses-with-labels-now-live-on-v2-blog-dune) - [Introducing Spellbook - Blog | Dune](#introducing-spellbook-blog-dune) - [Stablecoin Market Intelligence | Dune](#stablecoin-market-intelligence-dune) - [Onchain Trading Intelligence | Dune](#onchain-trading-intelligence-dune) - [Monitor Your Onchain Product's Performance | Dune](#monitor-your-onchain-product-s-performance-dune) - [Dune Launches New Blockchain Data Sharing Solution for Enterprises on Snowflake Marketplace - Blog | Dune](#dune-launches-new-blockchain-data-sharing-solution-for-enterprises-on-snowflake-marketplace-blog-dune) - [2023 - A Challenging Vintage - Blog | Dune](#2023-a-challenging-vintage-blog-dune) - [Dune Digest 015 - Blog | Dune](#dune-digest-015-blog-dune) - [Introducing "Mint Moment" – Capture and Collect Data Insights as NFTs - Blog | Dune](#introducing-mint-moment-capture-and-collect-data-insights-as-nfts-blog-dune) - [A Primer on L2 (ft. MSilb7) | Dune Arcana #4 - Blog | Dune](#a-primer-on-l2-ft-msilb7-dune-arcana-4-blog-dune) - [Analytics Hub | Dune](#analytics-hub-dune) - [Brand Hub | Dune](#brand-hub-dune) - [Dune Wand and Debug, new LLM powered tools - Blog | Dune](#dune-wand-and-debug-new-llm-powered-tools-blog-dune) - [Levelling Frameworks - Blog | Dune](#levelling-frameworks-blog-dune) - [Solana data is now LIVE on Dune! - Blog | Dune](#solana-data-is-now-live-on-dune-blog-dune) - [Dune Digest 031 - Blog | Dune](#dune-digest-031-blog-dune) - [Spellbook Evolution - Blog | Dune](#spellbook-evolution-blog-dune) - [A farewell to Dune v1 - Blog | Dune](#a-farewell-to-dune-v1-blog-dune) - [DuneSQL - The Great Migration - Blog | Dune](#dunesql-the-great-migration-blog-dune) - [Dune Digest 012 - Blog | Dune](#dune-digest-012-blog-dune) - [Dune Digest 033 - Blog | Dune](#dune-digest-033-blog-dune) - [Dune’s LLM Roadmap: Transforming the Way You Interact with Data - Blog | Dune](#dune-s-llm-roadmap-transforming-the-way-you-interact-with-data-blog-dune) - [Enterprise | Dune](#enterprise-dune) - [Analyze any Web3 protocol or product using SQL (in 5 minutes) - Blog | Dune](#analyze-any-web3-protocol-or-product-using-sql-in-5-minutes-blog-dune) - [Dune Digest 034 - Blog | Dune](#dune-digest-034-blog-dune) - [Dune Digest 024 - Blog | Dune](#dune-digest-024-blog-dune) - [How you spend credits on Dune is changing - Blog | Dune](#how-you-spend-credits-on-dune-is-changing-blog-dune) - [Dune Digest 026 - Blog | Dune](#dune-digest-026-blog-dune) - [Dune Digest 027 - Blog | Dune](#dune-digest-027-blog-dune) - [Automated Market Maker (AMM) | Dune Arcana #5 - Blog | Dune](#automated-market-maker-amm-dune-arcana-5-blog-dune) - [Beyond Unique Addresses: Measuring User Value Across Blockchains - Blog | Dune](#beyond-unique-addresses-measuring-user-value-across-blockchains-blog-dune) - [Dune Index: Tracking Real Blockchain Adoption - Blog | Dune](#dune-index-tracking-real-blockchain-adoption-blog-dune) - [Dune Digest 025 - Blog | Dune](#dune-digest-025-blog-dune) - [Introducing Sim: Dune beyond analytics - Blog | Dune](#introducing-sim-dune-beyond-analytics-blog-dune) - [Dune Digest 019 - Blog | Dune](#dune-digest-019-blog-dune) - [Started From The Bottom - from nobody to unicorn in 3 years - Blog | Dune](#started-from-the-bottom-from-nobody-to-unicorn-in-3-years-blog-dune) - [Acaduneia: How Academics are Using Dune - Blog | Dune](#acaduneia-how-academics-are-using-dune-blog-dune) - [Dune Digest 016 - Blog | Dune](#dune-digest-016-blog-dune) - [Dune Digest 030 - Blog | Dune](#dune-digest-030-blog-dune) - [Dune Product Announcement Mats Olsen - Blog | Dune](#dune-product-announcement-mats-olsen-blog-dune) - [Dune Spellbooks with Meghan Heintz - Blog | Dune](#dune-spellbooks-with-meghan-heintz-blog-dune) - [Careers at Dune | Dune](#careers-at-dune-dune) - [Sonic is Now Live on Dune - Blog | Dune](#sonic-is-now-live-on-dune-blog-dune) - [The World of 1000 Blockchains - Blog | Dune](#the-world-of-1000-blockchains-blog-dune) - [How we've improved Dune API using DuckDB - Blog | Dune](#how-we-ve-improved-dune-api-using-duckdb-blog-dune) - [Succinct is now live on Dune! - Blog | Dune](#succinct-is-now-live-on-dune-blog-dune) - [Dune SQL Style Guide - Blog | Dune](#dune-sql-style-guide-blog-dune) - [Drip Too Hard - Announcing the Dune Lookbook - Blog | Dune](#drip-too-hard-announcing-the-dune-lookbook-blog-dune) - [Complete Guide: Analyzing the Top 10 Ethereum NFTs Using Dune API - Blog | Dune](#complete-guide-analyzing-the-top-10-ethereum-nfts-using-dune-api-blog-dune) - [Dune Digest 008 - Blog | Dune](#dune-digest-008-blog-dune) - [Dune Digest 023 - Blog | Dune](#dune-digest-023-blog-dune) - [Polygon Ecosystem 2024 - Blog | Dune](#polygon-ecosystem-2024-blog-dune) - [Optimism is now on Dune! - Blog | Dune](#optimism-is-now-on-dune-blog-dune) - [Dune Agent - Blog | Dune](#dune-agent-blog-dune) - [Dune now integrates with Binance Smart Chain! - Blog | Dune](#dune-now-integrates-with-binance-smart-chain-blog-dune) - [Stellar is now LIVE on Dune! - Blog | Dune](#stellar-is-now-live-on-dune-blog-dune) - [Dune Partners With Chainstory to Step up Onchain Data Communications - Blog | Dune](#dune-partners-with-chainstory-to-step-up-onchain-data-communications-blog-dune) - [Editor’s Pick on Dune - Blog | Dune](#editor-s-pick-on-dune-blog-dune) - [SQL API and Developer API - Blog | Dune](#sql-api-and-developer-api-blog-dune) - [DuneCon 2022 - Blog | Dune](#dunecon-2022-blog-dune) - [Learning DuneSQL and Our Engines - Blog | Dune](#learning-dunesql-and-our-engines-blog-dune) - [Leverage Onchain Data to Drive Growth - Blog | Dune](#leverage-onchain-data-to-drive-growth-blog-dune) - [Meet the team: Austin - Blog | Dune](#meet-the-team-austin-blog-dune) - [Navigation on the App - Blog | Dune](#navigation-on-the-app-blog-dune) - [Flashbots MEV data is live on Dune! - Blog | Dune](#flashbots-mev-data-is-live-on-dune-blog-dune) - [Discovering Insights with Ease - Blog | Dune](#discovering-insights-with-ease-blog-dune) - [The Onchain Layer of Solana DePIN - Blog | Dune](#the-onchain-layer-of-solana-depin-blog-dune) - [Lens Chain is Now LIVE on Dune! - Blog | Dune](#lens-chain-is-now-live-on-dune-blog-dune) - [Introducing Dune SQL - Blog | Dune](#introducing-dune-sql-blog-dune) - [Introducing Owner Labels: What They Are and Why They Matter - Blog | Dune](#introducing-owner-labels-what-they-are-and-why-they-matter-blog-dune) - [Introducing the Dune Index - Blog | Dune](#introducing-the-dune-index-blog-dune) - [Plasma is now live on Dune! - Blog | Dune](#plasma-is-now-live-on-dune-blog-dune) --- # DuneCon - Explore the World of 1000 Chains [Back to DuneCon](https://dunecon.com/) ![DuneCon Map](https://cdn.prod.website-files.com/62fca6954348cf2e3c918eee/6911e550ea1d5664387668de_Map.svg) Click and drag to explore [Add your chain](https://dune.com/catalyst) --- # 404 Page Not Found | Dune [Skip to content](https://dune.com/deleted#skip-nav) 404 Page Not Found or Private --- # Dune [Skip to content](https://dune.com/agent#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/data#skip-nav) Loading --- # Gradient Editor | Dune [Skip to content](https://dune.com/internal/gradient-editor#skip-nav) Loading --- # Pricing | Dune [Skip to content](https://dune.com/pricing#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/settings#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/settings/account#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/settings/profile#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/settings/subscription#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/settings/teams#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/settings/usage#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/settings/wallets#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/teams/new#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/workspace/library#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/queries#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/workspace/library/archived#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/workspace/library/creations#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/sign-up#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/auth/verifyEmail#skip-nav) Loading --- # Dune | Dune [Skip to content](https://dune.com/use-cases/dune-finance#skip-nav) Loading --- # DUNE APPLICATION SERVICE Addendum | Dune [Skip to content](https://dune.com/application-terms#skip-nav) **General** ----------- This Addendum applies in addition to the [General Terms and Conditions](https://dune.com/terms) for use of the Dune Application Service. **The Dune Application Service** -------------------------------- The Application Service allows the User to create SQL Queries on blockchain data. The results are visualized as charts and the charts can be assembled into dashboards displayed within the Dune website. You may not access the Service or data in any other way than the graphical interface via the Site. For programmatic interaction, you need to sign up for the Dune API Service. Each Subscription Plan for the Application Service provides different features and Execution limitations as provided in the Subscription Tiers and Pricing Page. **Private Dashboards** ---------------------- Dashboards can be private under one of our paid Subscription Plans. All content created is public by default and must be set to private by the User. Queries that are made private cannot be viewed by the public or other Dune Users. Visualizations of private queries can be viewed by others if added to a dashboard or embedded on another site. Only the User may add a private query/visualization to a dashboard or generate an embed link. Dune can in all events see the private Dashboards in order to monitor and support the Services, but will not share publicly private Queries in an identifiable manner unless the User gives permission to share them publicly. **Watermarks and link back to Dune** ------------------------------------ For certain tiers of paid Subscription Plans, the “Dune” watermark will not be visible when looking at queries on Dune or when embedding charts elsewhere. Shared dashboards will however still feature “Dune” watermarks. **CSV downloads** ----------------- If specifically permitted under the applicable Subscription Plan, the User can download CSV reports of its query results from the Dune online interface within the agreed limitations under the relevant Subscription Plan. The User may only use this data internally within their company and in occasional reports, presentations and similar externally. Crediting Dune and the relevant query creator as source is required. These CSV exports cannot be sold directly and/or provided on a running basis as a data product or service by the User. **No white labeling / Limitations of Commercial Use** ----------------------------------------------------- In connection with the Dune Application Services, User shall not copy, transmit, transfer, modify or create derivative works from the Queries and the public Dashboard nor wrap it in a white label manner for free or resale. You agree not to reproduce, sublicense, transfer, duplicate, copy, sell, resell or in any other way exploit any portion of the Service, use of the Service, or access to the Service without the express written permission by Dune. --- # Dune [Skip to content](https://dune.com/user-account#skip-nav) Loading --- # Dune Data Hub Service Addendum | Dune [Skip to content](https://dune.com/data%20hub%20addendum#skip-nav) **General** ----------- This Addendum applies in addition to the [General Terms and Conditions](https://dune.com/terms) for the use of Dune and applies specifically to the circumstances where Users upload their own datasets, in different formats. into Dune for use in connection with the other Dune Services. **The Dune Data Hub Service** ----------------------------- The Data Hub Service allows users to upload data into Dune from different sources and formats, including, but not limited to, CSV files, the Users’ own databases, or other privately acquired / held data (the “Uploaded Data”), which may then be subsequently used in the Dune Services by the User or other Users, according to the settings defined by the User when uploading the data. The Uploaded Data may be a Public Uploaded Data, if uploaded by a User in a namespace of Team and checked as a publicly available data (meaning that any other User in Dune can have access to the data), or a Private Uploaded Data, if uploaded to a namespace of Team and checked as private data (which means that only members of that Team will be able to interact with such Private Uploaded Data). For Private Uploaded Data that is also personal data, the Data Processing Agreement shall apply. The User uploading personal data, agrees to the Data Processing Agreement available on the Dune website. After the data is uploaded, the User (and other Users, as provided below) will be able to use the Uploaded Data through the Dune Services. When creating a new dashboard with the Uploaded Data, the User shall define whether such dashboard is public or private. Dune recommends discretion when using Private Uploaded Data in public dashboards, including, but not limited to, exposing only anonymized or pseudonymised data in such public dashboards. The User is solely responsible and liable for not exposing personal or confidential information or data in the public dashboards. **License to Uploaded Data** ---------------------------- Regarding any Public Uploaded Data, the User hereby grants to Dune and to other Users a non-exclusive, non-transferable, royalty-free, fully paid-up, irrevocable, worldwide right and licence to download, keep, store, make copies, and use such Public Uploaded Data for any purposes. For avoidance of doubt, Dune may keep copies and allow other Users to use the copies of the Public Uploaded Data. Dune is not required, under any circumstance, to delete the Public Uploaded Data, including after the deletion of the User Account. **Restrictions** ---------------- The User shall not, under any circumstance, upload to the Dune Data Hub Services: * Any illegal content and data; * Any data or content that is misleading, false, or erroneous; * Confidential data that belongs to another party, being that a person or a company; or * Personal data or personally identifiable information, within the meaning of any law that regulates data protection or privacy, including, but not limited, to the Regulation 2016/679 (EU) – General Data Protection Regulation (GDPR), or other laws, such as the Gramm-Leach-Billey Act, Health Insurance Portability and Accountability Act, and any other regulation that may apply. **Exception regarding Private Uploaded Data** --------------------------------------------- Exclusively regarding Private Uploaded Data, a User may upload personal data or confidential information. In the case of Private Uploaded Data that is personal data, the Data Processing Agreement applies. A User shall consider that the other Users in the team may also download, keep, store, make copies, and use the Uploaded Data in public or private dashboards before uploading any data that may be confidential or sensitive. Dune is not responsible or liable for (i) the exposure of personal or confidential data in a public dashboard nor (ii) the use of the Private Uploaded Data by other members of the Team. **Reporting of Data that Violates these Terms** ----------------------------------------------- Any User that comes across or is made aware of data uploaded to Dune that violates these Terms can report the violation to Dune at [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#f88b8d8888978a8cb89c8d969dd69b9795) . Dune shall review the report and conclude, at its sole discretion, if the data violates the Terms of Service and its Addenda. In such cases, Dune may request additional information from the User that uploaded the data. **Deletion of Data by Dune** ------------------------------- Dune may remove or restrict any data that Dune believes, at its sole discretion, violates the Terms of Service. Prior to such action, or simultaneously at the latest, Dune will notify the User in question of the violation and the action that will be carried out. The notice will also include information about Dune’s grounds for action and options for redress. --- # SIM API SERVICE Addendum | Dune [Skip to content](https://dune.com/sim-api-terms#skip-nav) General ------- This Sim API Service Addendum applies in addition to the [General Terms and Conditions](https://dune.com/terms) for use of the SimAPI. API Keys -------- After the User’s subscription to a Subscription Plan, Dune will provide User with applicable API Keys for the User’s use of the Services. The “API Keys” is the code used to identify the User and authorize their use of the API Services. User shall keep the API Keys confidential, and shall not sell, transfer, sublicense, or disclose the API Keys to any third party. User is solely responsible for maintaining adequate security and control of any API Keys issued to User by Dune. User is liable for any actions or inactions performed using API Keys. If User believes or has actual knowledge that its API Keys were compromised, User shall notify Dune immediately and Dune will suspend or revoke such API Keys. Dune may also temporarily suspend or revoke User API Keys at any time for breach of the Terms of Service, and if Dune believes, in its sole reasonable discretion, that the API Keys have been compromised or User’s use of the Services is not in compliance with the Terms of Service or otherwise represent a misuse or threat to Dune. API Usage and Billing --------------------- Access to the sim API, including limits on requests per second (RPS) and total monthly usage ("quota"), is defined in our Subscription Plans. For full details, please see [sim.dune.com/pricing](https://sim.dune.com/pricing) . Acceptable Use of API --------------------- Users may not use the Service, directly or indirectly, in any manner that could: (i) be a substitute for the Service by a third party, (ii) affect Dune's ability to realize revenue in connection with the Service, or (iii) compete with Dune's business. Dune reserves the right to determine whether a use of the Service fails to constitute acceptable use of the API. Usage Data ---------- Dune may display API usage on public resources in the Dune Application Service for purposes of content discovery, ranking and relevance. Dune will not publicly display any kind of API usage on private resources. --- # Dune [Skip to content](https://dune.com/update-password#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/access-denied#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/reset-password#skip-nav) Loading --- # Dune [Skip to content](https://dune.com/dunecon25-wall#skip-nav) Loading --- # DUNE SQL API SERVICE Addendum | Dune [Skip to content](https://dune.com/sql-api-terms#skip-nav) General ------- This Dune SQL API Service Addendum applies in addition to the [General Terms and Conditions](https://dune.com/terms) for use of the Dune SQL API. API Keys -------- After the User’s subscription to a Subscription Plan, Dune will provide User with applicable API Keys for the User’s use of the Services. The “API Keys” is the code used to identify the User and authorize their use of the API Services. User shall keep the API Keys confidential, and shall not sell, transfer, sublicense, or disclose the API Keys to any third party. User is solely responsible for maintaining adequate security and control of any API Keys issued to User by Dune. User is liable for any actions or inactions performed using API Keys. If User believes or has actual knowledge that its API Keys were compromised, User shall notify Dune immediately and Dune will suspend or revoke such API Keys. Dune may also temporarily suspend or revoke User API Keys at any time for breach of the Terms of Service, and if Dune believes, in its sole reasonable discretion, that the API Keys have been compromised or User’s use of the Services is not in compliance with the Terms of Service or otherwise represent a misuse or threat to Dune. API Usage and Billing --------------------- The Dune SQL API is based on credit usage. The number of credits used per request depends on the amount of data processed (measured in datapoints). Specifically, credits are calculated as follows: 1. Data Points Count: The number of data points in an API response is determined as the greater of either: a) the count of cells in the response, calculated as rows multiplied by columns, or b) the count of 100-byte chunks. Specifically, data points are calculated as the maximum of either (columns × rows) or the ceiling of (total\_bytes/100). 2. Billing for Data Point Count: Billing is adjusted in cases where the average size of a single cell exceeds 100 bytes. For example, if an average single cell is 150 bytes, this exceeds the average byte limit by 1.5 times. Consequently, billing will be calculated as 1.5 times the count of cells. This adjusted number of data points will be applied towards the Credits as per the User's Subscription Plan. 3. Fair Use of Data Combination: Users are prohibited from manipulating queries (such as combining multiple columns in a SQL statement) solely to bypass the system’s average byte limit. Acceptable use includes combining columns for legitimate data retrieval purposes. Unacceptable use, considered as abuse, involves artificially inflating the data size to retrieve more information while avoiding higher data point billing. 4. Enforcement and Compliance: Dune reserves the right to suspend or block access to any user if, at Dune's sole discretion, the user is deemed to be abusing the data point limit system. For plan details, please refer to the [Subscription Tiers and Pricing Addendum](https://dune.com/pricing) . Acceptable Use of API --------------------- Users may not use the Service, directly or indirectly, in any manner that could: (i) be a substitute for the Service by a third party, (ii) affect Dune's ability to realize revenue in connection with the Service, or (iii) compete with Dune's business. Dune reserves the right to determine whether a use of the Service fails to constitute acceptable use of the API. Usage Data ---------- Dune may display API usage on public resources in the Dune Application Service for purposes of content discovery, ranking and relevance. Dune will not publicly display any kind of API usage on private resources. --- # Privacy Policy | Dune [Skip to content](https://dune.com/privacy#skip-nav) 1\. Introduction ---------------- In this Privacy Policy you will find information about how Dune Analytics AS (“Dune”) processes your personal data when you use our website and our Dune Analytics Products. At the end of this policy, you will find our Cookie Policy, providing information about Dunes use of cookies. References to "we" and "us" in the following refers to the company Dune Analytics AS. Dune is the controller of the processing activities described in this policy. This Privacy Policy assists you as a user of the Dune Analytics Product to understand which Personal Data we collect, why we collect Personal Data, how we use Personal Data and the data privacy rights you have as a user of the Dune Analytics Product. 2\. Purpose and basis for the information we collect ---------------------------------------------------- Dune collects personal data for the purposes of providing the Dune Analytics Product, website analysis and improvement, direct marketing, and product updates. Personal Data is defined as any information relating to an identified or identifiable natural person. Any processing of Personal Data by Dune is conducted in accordance with applicable data privacy legislation. We process your data for the following purposes: 2.1. Providing the Dune Analytics Product ----------------------------------------- We will collect and process the following Personal Data when you use the Dune Analytics Product for providing the Dune Analytics Product: * Name * Username * E-mail address * IP-address * Web browser * Navigation information on duneanalytics.com or other domains where the Dune Analytics product is accessible Personal Data collected for offering the Dune Analytics Product are used in the following ways: * To administrate and provide you with the Dune Analytics Product. * To contact you for software updates or changes to this Privacy Policy or other agreements relevant for your use of the Dune Analytics Product. Users should note that the social nature of the Dune Analytics product means that anything you create with the free service will be publicly viewable. See Terms of Use for more information. The legal basis for this processing is to fulfill an agreement with you, see article 6(1)(b) of the General Data Protection Regulation. 2.2. Website and product analysis and improvement ------------------------------------------------- We will collect and process the following Personal Data for website and product analysis and improvement: * Name * E-mail address * IP-address * Web browser * Navigation information on duneanalytics.com or other domains where the Dune Analytics product is accessible Personal Data collected for website analysis and improvement are used in the following ways: * To analyze trends and usage patterns on the website * To improve the website by adapting its configuration and design to behavioral patterns We gather the data through the use of “cookies”. Cookies are small files which are stored on your computer by your web browser. The legal basis for our processing of your personal data in this manner is that we consider that we have a legitimate interest under article 6(1)(f) of the General Data Protection Regulation. Our legitimate interest consists of being able to provide and improve our services. 2.3. Troubleshooting or support ------------------------------- * We may process your Personal Data and usage logs when you submit a request for troubleshooting or support for your use of the Dune Analytics Product. Such Personal Data and usage logs are not used for any other purposes than to provide you with the requested support or troubleshooting. We will collect and process the following Personal Data for troubleshooting and support: * Name * E-mail address * IP-address * Web browser * Navigation information on duneanalytics.com or other domains where the Dune Analytics product is accessible The legal basis for this processing is to fulfill an agreement with you, see article 6 (1)(b) of the General Data Protection Regulation. 2.4. Direct marketing and product updates ----------------------------------------- * Dune Analytics AS will use your name and contact information in order to keep you updated on any product launches, software updates or similar marketing related communications related to the Dune Analytics Product. You may opt out of any marketing communications by sending an email to [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#473432373728353307233229222629262b3e332e24346924282a) . We collect and use the following information for marketing purposes: * Name * E-mail address * Navigation information on duneanalytics.com or other domains where the Dune Analytics product is accessible The legal basis for this processing is that we consider that we have a legitimate interest under article6(1)(f) of the General Data Protection Regulation. Our legitimate interest consists of our business interest in reaching out to users and send relevant information. 2.5. Recruitment ---------------- For the purpose of recruitment, we will process your personal data. By applying to a position on our “Careers”-site we will process the data you submit. We will process the following data, depending on what information you submit: * Name * E-mail * Location * Social media profile * Resume * Introduction and why you are applying for the position The Personal Data will be used to consider whether you are a potential candidate for our positions.  The legal basis for this processing is to fulfill an agreement with you, see article 6(1)(b) of the General Data Protection Regulation. 3\. Retention period -------------------- Personal Data will be deleted upon request from the user or termination of your user account. 4\. Who we share your information with -------------------------------------- Dune Analytics will not share the Personal Data of its users with any third parties, except when we have legal grounds for sharing the data or it is required under any statutory obligations of which Dune Analytics AS is subject to. We share your data only with our processors, with the sole purpose of providing the service to you. * We use Stripe as processor for conducting payments. Stripe is located in the US. We only send your e-mail through Stripe, and we have entered into EU standard contractual to ensure the use of Stripe is in accordance with relevant privacy legislation. * We use Zendesk to receive feedback and provide customer support. Zendesk host the data in the US. We only send your e-mail through Zendesk, and you have the option of using one of our other channels for feedback. We have entered into EU standard contractual clauses to ensure the use of Zendesk is in accordance with relevant privacy legislation. 5\. Your rights --------------- When providing us with your Personal Data, you may request access to your Personal Data, as well as information on how we process your Personal Data. You may also request rectification, erasure and restriction of the processing, as well as to have your Personal Data exported in a structured, commonly used and machine-readable format (data portability). Requests pursuant to the above rights may submitted to:  [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#b6c5c3c6c6d9c4c2f6d2c3d8d3d7d8d7dacfc2dfd5c598d5d9db) You may also file a complaint to your applicable data protection authority if you are of the opinion that Dune Analytics has failed to comply with your rights as a data subject. 6\. Changes to this Privacy policy ---------------------------------- Dune Analytics reserves the right to adjust or change this Privacy Policy. We will notify you of such changes before they are implemented. You agree to such modifications or changes by continuing to use the Dune Analytics Product after such information has been made available to you. 7\. Cookie Policy ----------------- Cookies are text files containing small amounts of information which are downloaded to your computer or mobile device when you visit Dune’s website and allow us to recognize your device. * According to applicable legal regulations for electronic communications, cookies may be stored or accessed on your equipment only based on your consent, except for cookies that are strictly necessary in order to provide the services on Dune’s website. Dune uses both cookies that are strictly necessary to provide our services (Necessary Cookies) as well as cookies that provides us analytics about the performance of our website, enable webflow and Search Engine Optimization and supports marketing (Non-necessary Cookies). You can decide whether you accept or not our use of Non-necessary Cookies by changing the cookies settings in your web browser. If you do not agree with Necessary Cookies being used, you should leave the website and stop using our services. We use Necessary Cookies for the following purposes: * Security (attack prevention). These cookies allow us to provide cloud cybersecurity and DDoS (attack) mitigation. These include Cloudfare cookies and CSRF. * Authenticated session liveness (for authenticated users). These cookies allow us to authenticate our users and keep them logged into their accounts. These include auth-refresh and auth-user. We use the following Non-necessary cookies: * Cloudflare cookies provide us with cloud cybersecurity and DDoS mitigation services (security as defined above). Cloudflare uses programming code to collect information about your interaction with our websites. The cookie contains information related to the calculation of Cloudflare’s proprietary bot score and, when anomaly detection is enabled on bot management, a session identifier. The information in the cookie (other than time-related information) is encrypted and can only be decrypted by Cloudflare. This code is only active while you are on our websites and expires after 30 minutes of continuous inactivity by the end user. * Amplitude cookies provide us analytics to enhance the experience of our visitors to our website and to better understand how the website is used. The storage period for Amplitude Cookies is 1 year. * Google Analytics cookies are used to measure and evaluate how users interact with website content across browsing sessions. * Hubspot Tracker cookies helps us track visitors to Dune’s website. Every time a visitor lands on our website, HubSpot will check for an existing tracking cookie. If one does not exist, a cookie will be associated with that visitor and will log every page that person visits moving forward. * Google Search Console helps us monitor, maintain, and troubleshoot our web site's presence in Google Search results. --- # Dune Data Processing Agreement | Dune [Skip to content](https://dune.com/data%20processing%20agreement#skip-nav) **1\. Scope and purpose of Data Processing Agreement** This Data Processing Agreement (the "**DPA**") delineates the respective rights and responsibilities of Dune Analytics AS (“Dune” or “Data Processor”) and the legal entity that have sign-up to the Services (“Customer” or “Data Controller”), as further described in Section 3 below when the Data Processor processes personal data on behalf of the Data Controller (together “**the Parties**”), as part of the services offered under the Terms of Service and/or any other agreement entered into between the Parties regarding Services rendered by Dune to the Customer (the “Terms”). For processing not covered by the Terms, each Party is considered separate controllers under the Applicable Privacy Law, unless otherwise agreed in writing between the Parties. The DPA consists of this document and its accompanying Terms. In cases of conflict between the Terms and this DPA, the latter shall prevail for matters specifically pertaining to processing of personal data. **2\. Definitions** "**Applicable Privacy Law**" refers to the relevant versions of the EU's General Data Protection Regulation (2016/679) ("GDPR"), the Norwegian Act on the Processing of Personal Data of June 15, 2018 (the Personal Data Act), and any additional applicable legislation concerning the processing and protection of personal data. “**Data**” means the personal data processed under this Agreement. “**Data Controller”** refers to the Customer, when the processing of personal data pertains to the provision of the Services, as described in the Terms. For avoidance of doubt, the Controller is the user that uploads the data to the Dune Data Hub and the Team that owns the namespace to which this Data is uploaded. “**Dune Data Hub Service**” means the Dune Data Hub Service as defined in the Terms. “**Data Processor**” refers to Dune, when Dune processes personal data on behalf of the Customer in connection with the provision of the Services, as described in the Terms. “**Data Transfer**” refers to a processing operation that satisfies the following cumulative requirements, as defined by the European Data Protection Board (EDPB): 1. A controller or a processor (“**Exporter**”) is subject to the GDPR for the given processing. 2. The exporter discloses by transmission or otherwise makes personal data, subject to this processing, available to another controller, joint controller or processor (“**Importer**”). 3. The importer is in a third country, irrespective of whether or not this importer is subject to the GDPR for the given processing in accordance with Article 3, or is an international organisation. “**Services**” as defined in the Terms. "**Sub-processor**" refers to an entity or individual engaged by the Data Processor as a subcontractor to process personal data under the Terms. Terms not explicitly defined herein shall be interpreted in accordance with Article 4 of the GDPR or the Terms. **3\. Scope of processing** 3.1 Processing operations and controllership Dune will process personal data on behalf of the Customer in connection with providing the Services, as set forth in the Terms. The Customer acknowledges that the Customer is the Data Controller, and that Dune is the Data Processor for the upload of personal data by the Controller in the Dune Data Hub for the processing of such data by the creation by the Data Controller of dashboards that provide analyses, trends, and statistics of the Data. The Controller uploads the Data to the Dune Data Hub Service and shall indicate that such Data is personal data. All other users that participate in the same Team (as defined in Dune’s Terms of Service) may have access and use the data as provided in the Dune Data Hub Services Addendum. Controller and other users in the Team are solely responsible for the exposure of the Data in public dashboards. Dune has no control as to how the Controller and the Team users use the Data. For any activity not covered by the Services or the DPA, each Party shall be considered an individual data controller. 3.2 Categories of personal data The nature, purpose, and categories of personal data subject to this DPA shall be defined by the Controller as it uploads the personal data to the Processor’s systems. The Parties agree that no special categories of data (as regulated in GDPR Article 9 and 10) will be processed under this Agreement. **4\. Rights and Responsibilities of the Data Controller** The Data Controller bears the responsibility for processing personal data in compliance with the Applicable Privacy Law. Specifically, the Data Controller must ensure that: 1. Processing of personal data has a legal basis, 2. Data subjects have been adequately informed about how their personal data will be processed, 3. Where appropriate, risk assessments are performed, 4. It will only upload and provide personal data if it is using the non-public version of the services (i.e., private dashboards); and 5. the Data Processor is provided with unambiguous instructions and sufficient information to fulfil its obligations under this DPA and the Applicable Privacy Law. **5\. Instructions from the Data Controller to the Data Processor** The Data Processor shall adhere to the Applicable Privacy Law and the Data Controller's documented instructions, including with regard to transfers of personal data to a third country or an international organisation, unless the Processor is required to make such transfer under EU member stat law. The Data Controller's instructions are detailed in the Terms and this DPA, along with written correspondence between the Parties. Should the Data Processor perceive a conflict between these instructions and the Applicable Privacy Law, the Data Processor shall immediately notify the Data Controller. Changes to these instructions must be documented in writing between the Parties. Dune may request reimbursement for documented costs incurred due to the implementation of such changes, or a proportional adjustment of the remuneration under the Terms if the amended instructions result in additional costs. **6\. Confidentiality and Duty of Secrecy** The Data Processor must ensure that only authorized personnel have access to the personal data. Authorization should cease immediately if it expires or is revoked. Access to personal data must be granted solely to those who require it to fulfil their duties under the Terms, this DPA, and any other necessary processing obligations under applicable law. Individuals authorized by Dune to process personal data shall be legally bound by a duty to preserve confidentiality, either contractually or through applicable law. These obligations shall persist beyond the termination of this DPA and/or employment relationship. Upon request from the Data Controller, the Data Processor must provide documentation verifying that relevant personnel are bound by confidentiality obligations. Following the termination of this DPA, the Data Processor must immediately cease all access to personal data processed under this DPA. However, the Parties acknowledge that Dune shall continue to process personal data as a controller for personal data collected in connection with this DPA and Terms, but which will be processed outside the scope and purposes set forth in this DPA and the Terms. **7\. Assistance to the Data Controller** Upon request, the Data Processor shall assist the Data Controller in fulfilling the rights of data subjects under Chapter III of the GDPR. This obligation only applies to the extent that it is possible, appropriate, and necessary, considering the nature and scope of data processing under the Terms. The Data Processor must promptly forward all inquiries from data subjects regarding their rights under this DPA and Applicable Privacy Law to the Data Controller. Responses to such inquiries can only be provided by the Data Processor upon written approval from the Data Controller. The Data Processor is also required to assist the Data Controller in ensuring compliance with Articles 32-36 of the GDPR, taking into account the nature of processing and the information available to the processor. This includes aiding in data impact assessments and prior consultations with the Norwegian Data Protection Authority. Should the Data Processor provide assistance beyond what is required to fulfil its obligations under this DPA and Applicable Privacy Law, the Data Processor may claim reimbursement for all documented costs related to such assistance. These costs will be reimbursed according to the pricing provisions of the Terms. **8\. Security of Processing** The Data Processor is obligated to implement appropriate technical and organizational measures to secure a level of safety commensurate with the risk. These measures should be aligned with the current state of technology, the cost of implementation, and the type, scope, and purpose of processing, in addition to the risk and severity it poses to the rights and freedoms of natural persons. At a minimum, the Data Processor must adhere to the following principles and measures: 1. Access Controls: Dune personnel are required to authenticate using multi-factor authentication to access the platform powering Dune (PaaS) and running on AWS. 2. Dune personnel access customer data only as necessary to provide theServices under the Agreement, to provide customer support upon a customer’s request, or to comply with the law or a binding order of a governmental body. 3. Separation of environments: Dune logically separates its endpoints and end user environment from its PaaS environment. 4. Monitoring and Logging: Dune monitors its PaaS environment and centralizes its logs. 5. Security Incident Reporting: If Dune becomes aware of a security incident leading to the accidental or unlawful destruction, loss, alteration, unauthorised disclosure of, or access to personal data, Dune will notify impacted customers without undue delay and in accordance with its contractual obligations and commitments in this DPA. 6. Investigation: In the event of a security incident, Dune shall promptly take reasonable steps to contain, investigate, and mitigate any security incident. The Data Processor must conduct risk assessments to ensure a consistent level of security. The Data Processor shall perform regular testing, assessment, and evaluation of these security measures, particularly to ensure enduring confidentiality, integrity, availability, and robustness in the data processing systems and the services. The Data Processor is required to document these risk assessments and security measures, and make them available to the Data Controller upon request. This also includes allowing for audits as agreed between the Parties, as per section 12 of this DPA. **9\. Notification of Personal Data Security Breach** In the event of a personal data breach, the Data Processor must without undue delay notify the Data Controller. This notification should provide all necessary information and assistance for the Data Controller to report the breach to supervisory authorities in compliance with the Applicable Privacy Law. Such notifications must include: 1. A description of the nature of the data breach, including the categories and approximate number of data subjects and data records affected. 2. Contact details for further information. 3. An assessment of the likely consequences of the breach. 4. Proposed measures to address and mitigate the breach. If required, information can be submitted in phases, provided it is without undue delay. The Data Processor must implement all reasonable measures to rectify and prevent similar data breaches in the future. The Data Controller bears the responsibility for notifying both the Data Protection Authority and the affected data subjects. The Data Processor is prohibited from informing third parties about the breach, unless mandated by applicable law or expressly instructed in writing by the Data Controller. **10\. Use of Sub-processor** The Data Processor is hereby granted general authorization from the Data Controller to use Sub-Processors, as further described in Dune’s Privacy Policy. The same data protection obligations outlined in this DPA must be imposed on the Sub-processor through a written contract. The Data Processor can only engage Sub-Processors that have implemented adequate technical and organizational measures to ensure compliance with the Applicable Privacy Law. The Data Processor is obligated to assess and confirm that satisfactory measures have been implemented by the Sub-Processors and must be able to provide assessment reports to the Data Controller upon request. Should the Data Controller object to a new Sub-Processor, both Parties must negotiate in good faith to reach a reasonable solution, including the apportionment of any costs between them. An agreement must be reached before any changes in Sub-Processor usage can be made. If a Sub-Processor fails to meet its data protection obligations, the Data Processor remains liable to the Data Controller as if the Data Processor itself were responsible for the processing. Upon request, the Data Processor must disclose agreements with Sub-Processors to the Data Controller. This applies only to portions relevant to data processing and is subject to statutory or regulatory limitations. Commercial terms are not required to be disclosed. **11\. Transfer of Personal Data to Countries Outside the EEA** The transfer of personal data to countries outside the European Economic Area (EEA), or to international organizations, requires written approval from the Data Controller. The Data Controller hereby grants the Data Processor authorization to transfer personal data to Sub-Processors already granted general authorization under section 10, provided that the Transfer complies with Applicable Privacy Law and especially GDPR chapter 5. The Data Controller acknowledges and authorizes that the Data Processor may use AWS as a sub-processor. **12\. Audit** Upon request, the Data Processor must provide the Data Controller with all necessary information to demonstrate compliance with Article 28 of the GDPR and this DPA. The Data Processor must facilitate and contribute to inspections and audits conducted by or on behalf of the Data Controller and by relevant supervisory authorities. Audits of any Sub-Processors shall be carried out by the Data Processor unless otherwise specifically agreed. If an audit reveals a breach of obligations under the Applicable Privacy Law or this DPA, the Data Processor is required to rectify the breach promptly. The Data Controller may demand that the Data Processor temporarily halt all or part of the data processing activities until the breach is rectified and approved by the Data Controller. The Customer shall bear the costs for annual audits. However, if the audit uncovers significant breaches of obligations under the Applicable Privacy Law or this DPA, Dune shall bear the Customer’s reasonable audit-related costs. **13\. Erasure and Return of Information** The Parties acknowledge that Dune shall continue to process personal data as a controller for personal data collected in connection with this DPA and Terms, but which will be processed outside the scope and purposes set forth in this DPA and the Terms. Upon the termination of this DPA, the Data Processor is obligated to, at the choice of the Data Controller, delete or return all personal data processed on behalf of the Data Controller, within the scope of this DPA and Terms. The Data Controller will specify the format in which the data return should occur. The Data Processor's documented costs related to the data return shall be borne by the Data Controller, unless covered by the remuneration under the Terms. The Data Processor must confirm in writing to the Data Controller that personal data, processed for purposes set forth in this DPA and Terms, has been deleted, rendered inaccessible or has ceased. **14\. Breach and Suspension Orders** In case of a breach of this DPA or the Applicable Privacy Law, the Data Controller and relevant supervisory authorities may instruct the Data Processor to immediately cease all or part of the data processing activities, subject to this DPA and Terms. Failure to comply with the terms of this DPA or the Applicable Privacy Law shall be considered a breach of the Terms. The obligations, deadlines, sanctions, and limitations of liability outlined in the Terms shall apply, unless otherwise explicitly agreed. **15\. Duration and Expiry** This DPA becomes effective upon the date of acceptance and creation of the User. It remains in effect for as long as the Data Processor processes personal data on behalf of the Data Controller. Termination rules specified in the Terms shall also apply to this DPA, where relevant. This DPA may not be terminated as long as the Terms remain in effect, unless replaced by a new DPA. **16\. Miscellaneous** Sections on “User Content”, “Deletion of data” and “Deletion of your account” in the General Terms and Conditions applies insofar as these provisions are compatible with this DPA and Applicable Privacy Law. This DPA shall be governed by, and construed in accordance with, the provisions relating to Governing Law and Dispute Resolution as stipulated in the Terms. --- # Dune [Skip to content](https://dune.com/apis#skip-nav) Loading --- # DuneCon 25 - Crecimiento ![](https://cdn.prod.website-files.com/62fca6954348cf2e3c918eee/68ed19312dcbd141458623de_Frame%20211.svg) Crecimiento × DuneCon: After Hours ==================================== 19th November 2025 [Apply for ticket](https://dune.com/dunecon) ![](https://cdn.prod.website-files.com/62fca6954348cf2e3c918eee/68ed4d0096924bc375fce093_DuneCon%20(1).webp) When DuneCon winds down, we turn things up. ================================================ Join us with Crecimiento, Buenos Aires’ home for builders, dreamers, and doers, as we celebrate the people powering the onchain movement. From 5PM, doors open for the wider community – no badge required. Catch a few lightning sessions, meet fellow pioneers, and stay for the happy hour and DJ set as day turns to night. **Where:** Bubble Studios, [DuneCon25](https://dunecon.com/) **When:** 5:00 – 9pm (TBC) What to expect -------------- #### Music all night The night moves to the rhythm of Latin beats and global sounds – a live DJ set that mirrors the flow of data itself. #### Open to all Builders, analysts, founders, artists, marketers, and the crypto-curious, everyone’s welcome. #### Community energy Crecimiento is about connection — stories, ideas, and projects igniting over music and malbec. FAQ's -------- ### Who is this for? Anyone! You don’t need a DuneCon ticket after 5PM. ### What’s the vibe? Relaxed, music-first, community-centered. ### Will there be talks? A few informal sessions early on — then, it’s all celebration. ### How to join Just sign up via the link for your chance to get accepted. [Get Tickets](https://dune.com/dunecon) Location -------- ![](https://cdn.prod.website-files.com/62fca6954348cf2e3c918eee/68f8d2d6ce63634427d6ee7a_Frame%202147206618.svg) Sign up for Dune updates, insights and events: Subscribe --- # Terms of Service | Dune [Skip to content](https://dune.com/terms#skip-nav) In these terms of service (“**Terms of Service**”), the words "you," "your," and "User" mean each and every person who accesses or uses any Service (as defined below), including any business or other entity on behalf of which any Service is accessed. The words "we," "us," "our", refer to Dune (as defined below). A "**Team**" shall mean a group of Users who access or use any Service collectively, and who are identified as a Team by a designated Team handle. Please review these Terms of Service before using or accessing any products or services offered by Dune (each, a "**Service**," collectively “**Services**”), which include but are not limited to Dune’s website (dune.com) and the subdomains thereof (collectively, the "**Site**"). All Services are provided by the company Dune Analytics AS, a Norwegian registered company with business reg.no. 921 400 349 (“**Dune**”). By accessing or using any Service, you signify that you have read, understand, and agree to be bound by these Terms of Service, regardless of whether you have registered with Dune as a User. IF YOU DO NOT AGREE TO THESE TERMS OF SERVICE WITHOUT LIMITATION OR EXCLUSION OR TO ANY CHANGES TO THESE TERMS OF SERVICE, YOU MUST IMMEDIATELY EXIT THE SITE AND STOP USING THE SERVICE. Contact For inquiries, support or to notify Dune of any violations of these Terms of Service, please contact [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#bac9cfcacad5c8cefadecfd4df94d9d5d7) and we will get back to you as soon as possible. **General** ----------- The terms and conditions found in these "General Terms and Conditions" section of the Terms of Service apply to all Services. You understand that specific terms and conditions may apply to certain Users and Services as set out in the following Addenda incorporated into these Terms of Service: [Dune Application Service Addendum](https://dune.com/application-terms) [Dune Data Hub Service Addendum](https://dune.com/data%20hub%20addendum) [Dune SQL API Service Addendum](https://dune.com/sql-api-terms) [Sim API Service Addendum](https://dune.com/sim-api-terms) [Dune Subscription Tiers and Pricing Addendum](https://dune.com/pricing) [Sim Subscription Tiers and Pricing Addendum](https://sim.dune.com/pricing) [Data Processing Agreement](https://dune.com/data%20processing%20agreement) **Services:** * **The Dune Application Service** allows Users to create SQL queries on blockchain data or on data uploaded by the User through the Dune Data Hub Service. The results are visualized as charts and the charts can be assembled into dashboards displayed within the Site. * **The Dune Data Hub Service** allows Users to bring different sets of data through uploads and/or synchronization and connection of data in different formats (as made available by Dune from time to time) into Dune for use of the data in connection with the other Dune Services. * **Dune SQL API** allows Users to have access to Dune’s application programming interfaces (the “API”) to perform SQL queries on blockchain data. * **Sim API** is a suite of APIs that provide real-time access to blockchain data, such as wallet balances, token holdings, and transactions. * **Additional Services and Features**. From time to time, we may offer other services or features, including beta, experimental, or limited-access functionality. These may be subject to separate terms or usage restrictions. Your access to Services, specific features, performance and pricing will be determined by your subscription plan (“Subscription Plan”) selected under “Settings” in your User or Team account or by a separate agreement, as applicable. An overview of Dune’s Services and Subscription Plans can be found in the Subscription Tiers and Pricing Page. Terms provided in the Addenda shall supersede these General Terms and Conditions and control the terms for that specific Service in the case of conflict. **Changes to the Terms of Service** ----------------------------------- We may make changes to these Terms of Service from time to time. If we do this, we will post the changed Terms of Service on this page and will indicate at the top of this page the date the Terms of Service were last revised. You understand and agree that your continued use of any Service after we have made any such changes constitutes your acceptance of the new Terms of Service. If we change these Terms of Service to your disadvantage, we will notify you before such changes are taking place. Notices may be given in our release notes. License to use Dune and the Services ------------------------------------ By signing up to the Services, the User receives a non-exclusive, non-transferrable, non-sublicensable, revocable, and limited right to use the Services subject to these Terms of Service. Change of the Services ---------------------- The Services are under continuous development and may be subject to changes, both in versions, functionality, price and layout. New functionality and features of the Services added at a later stage may be subject to separate terms and payment. Services, features, and functionalities that are free may be subject to payment at a later stage, which will require the User to sign up for a paid Subscription Plan in order to keep using such Services, features, and functionalities. User account, Login, Password, User Information ----------------------------------------------- To access our Services, you must create a User account on the Site. This process will include creation of a login and password to access the Services. When you sign up for a User account, you agree to provide accurate, current, and complete information, as may be prompted by any registration forms available through the Dune website, in connection with the Services or as otherwise requested by Dune for such information (“User Information”). Use of Dune’s Services through the free Subscription Plan does not require fulfilling any prerequisites. To access Dune’s paid Subscription Plans, you must first create, or be invited to, a Team, which can then be upgraded through a paid Subscription Plan. Under the paid Subscription Plans, or to consume additional Credits (as defined below), additional information may be necessary, including payment information. You further represent that you are a legal owner of, and that you are authorized to provide us with, all User Information and other information necessary to facilitate your use of the Services. Your User account is personal and is only meant for you. You may not share your login details with third parties, nor register other people’s names, addresses or other contact information to your personal profile. You are responsible for ensuring that your information is correct and up to date. Your password and login details shall be stored in a safe location. You are prohibited from using a login or password of another person to access the Services. You are responsible for maintaining the confidentiality of your account and password and for restricting access to your computer, and you agree to and accept sole responsibility for any and all activities that occur under your account or password. If you believe or have reason to believe that any of your User Information, including your login and/or password, has been compromised, or that another person is accessing your User account through some other means, you agree to notify us as soon as possible at [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection) . If your User Information changes, you agree that you will update this information as soon as possible. Acceptable Use -------------- You undertake that you will use the Service in accordance with applicable laws and regulations, and in accordance with these Terms of Service. You may only use the Service in a way that is not in detriment to Dune or others’ use of the Service. You must not use bots, crawlers, scrapers, or other automated means to access or collect data or other content from or otherwise interact with the Service. You must not modify, adapt, or hack the Service or modify another website so as to falsely imply that it is associated with any Service or Dune. You are responsible for ensuring that the data you upload, the information you post, and any other content you share does not: * contain false, misleading or otherwise erroneous information or data; * contain harmful material, such as viruses; * infringe someone else’s copyrights, trademarks or other intellectual property rights; * contain sensitive or special categories of personal data; * contain information that might be received as offensive or insulting; or * contains information, data, or content that is obtained through illegal or improper manner, or otherwise illegal. You may only register a username or Team handle deemed appropriate by Dune. Usernames may not, e.g., be offensive, profane, threatening, sexually explicit, misleading or deceitful. A username may also not be associated with a name or trademark actively used by someone else. You may not sell or in any other way transfer your username, Team handle, Team or User account without our prior written consent. Dune may replace, modify, or delete usernames, Team handles and respective accounts not in accordance with these Terms of Service. User Content ------------ "User Content" refers to any data, information, code or material that is created, submitted, uploaded, or otherwise provided by Users or Teams on the Site or Service, including, but not limited to, code, queries, visualizations, dashboards, views, materialized views, and uploaded datasets. You alone are responsible for any of your User Content that may be lost or unrecoverable through your use of the Site or Service. You retain ownership of your original User Content. You do not retain ownership of User Content that is publicly available elsewhere (not on Dune or on the Site) or is owned by another User, Dune or any third party. License for User Content made public by the User (free Users and public dashboards): User hereby grants to Dune a non-exclusive, non-transferable, royalty-free, fully paid-up, irrevocable, worldwide right and license to use, distribute and display User Content made public by the User to operate, promote, and improve our platform and services, and any commercial and business purposes, including but not limited to advertising, marketing, and data analysis. We reserve the right to reject and/or remove any User Content that we believe, in our sole discretion, violate these Terms of Service or a third-party’s copyright. Dune is an open, community-driven, composability-first, crypto data analytics platform. On this background, the User hereby acknowledges and agrees that User Content, hereunder code, may be used, viewed, forked, and copied by other Users. When using, forking, copying, or reproducing such code, Users shall at all times give the appropriate credits to the User who created such User Content. This means that you give other Users a license to use, view, fork and copy your User Content on the condition that they give you appropriate credits, and that you have the right to use other Users’ User Content on the condition that you give them appropriate credits. For information specific to data that you upload to the Dune Data Hub, please see more information in the [Dune Data Hub Service Addendum.](https://dune.com/data%20hub%20addendum) We reserve the right, but are not obligated to, remove used, forked, copied or reproduced User Content that does not, at Dune’s sole discretion, provide appropriate credits to the User who created the User Content. **_If you think any User Content infringes your rights, or if you want to challenge any User Content posted or uploaded by another User or your own User Content that has been taken down from the site, please contact us at [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#30434540405f42447054455e551e535f5d) ._** Dune AI ------- Dune also provides LLM Chatbot services related to the information, answers and other texts (“Outputs”) to the User’s requests (“Inputs”) by leveraging third party’s artificial intelligence services based on large language models. Inputs are also User Content. The LLM Chatbot Services share the User’s Inputs to third party artificial intelligence service providers to receive Outputs. Outputs may not be unique across users and the Services may generate the same or similar output for different users. Given the probabilistic nature of machine learning, the Outputs may in some situations result in incorrect information that does not accurately reflect facts or data. The User should evaluate and confirm with other sources the accuracy of any Output. The LLM Chatbot Services are offered through different modules and integrations with specific applications or websites, as may be made available by Dune from time to time. The User hereby acknowledges and agrees that Dune will share Inputs with third party service providers that provide large language models artificial intelligence services. Dune may change such service providers from time to time. The User is responsible and liable for the information it shares through an Input, including, but not limited to, potential confidential or private information and personal data. User Representations -------------------- You represent, covenant, and warrant that (i) you will use the Site and Service only in compliance with all applicable laws and regulations, and in a way that will not harm the Service or anyone else’s use of it; (ii) the information you provide us is true, accurate, and complete, as you are solely responsible for such information; and (iii) your use of the Site or Services do not violate any agreements with any third parties. All User Content posted on the Service must comply with applicable laws, including, but not limited to, copyright and data privacy laws. You agree that any User Content you post does not and will not violate any law or infringe any rights of any third party. You understand and acknowledge that Dune may delete any User Content in the case Dune received a notification of a third-party alleging any illegality, including privacy rights, copyrights, or other intellectual property infringement. You further represent, covenant, and warrant that you will not (i) try to reverse engineer, disassemble, decompile, extract, or decipher the Services or software making up the Services, (ii) navigate or search the Services with any tool, software, agent, engine or other means (including bots, avatars, intelligent agents, or spiders), (iii) use a mean other than Dune’s provided interface to access the Services, (iv) use the Services in a way that could impair, overburden, damage, or disable any portion of the Services, or (v) copy or mirror any material contained on the Site or the Services (unless as allowed herein). Change of Subscription Plan --------------------------- Users may change their Team’s Subscription Plan online in the Team account under “Settings” on the Site. If you _upgrade_ your Team’s Subscription Plan, you and other Team members will be allowed to start using the additional features applicable to the new plan immediately. If you upgrade from another paid subscription, you will be charged the price of the new Subscription Plan pro-rated to the number of days left in your previous subscription’s period. If you _downgrade_ your Plan, you will continue to have access to the features of the previously acquired Subscription Plan until the end of the then current subscription period. You will be charged the amount associated with the new Subscription Plan and have access only to the features of the new Subscription Plan at the end the relevant subscription period. Users on Custom Subscription Plans will need to contact their account manager in order to downgrade or terminate their subscription as this is not possible to do in the application. Termination of Subscription --------------------------- You may terminate the subscription for the Service at any time. You are solely responsible for properly canceling your account. Any prepaid amounts will not be refunded. At the end of the subscription period, you will be charged any extra execution amounts applicable to your Subscription Plan. You will have access to the Service for the remaining period corresponding to the prepaid amount. Deletion of data ---------------- Upon termination of a Subscription Plan the User’s data (including, but not limited, to User Information and User Content) may be deleted without prior notice. The User must therefore export any data it wishes to retain prior to the end of the Subscription period. For additional info, see our [Privacy Policy](https://dune.com/privacy) . However, data uploaded through the Data Hub Services may be kept on Dune, at Dune’s sole discretion, under the terms of the license granted by the User in the Duna Data Hub Services Addendum. Deletion of your account ------------------------ You may delete your account at any time. The deletion of your User account will not release you from any obligations incurred in accordance with your Subscription Plan or by breach of these Terms of Service. Please note that references to your username might still remain visible on the Service unless you remove it from third party sources, such as your Github account linked to the Dune account. Data uploaded through the Data Hub Services may be kept on Dune, at Dune’s sole discretion, under the terms of the license granted by the User in the Duna Data Hub Services Addendum even after the deletion of the account. Prices and payment terms ------------------------ The subscription fee as further described in this section 14 (“Subscription Fee”) varies according to the Subscription Plan. Usage in excess of the agreed quotas for Credits (as defined below), Executions and/or Data Points under any Subscription Plan (overage) will be payable in arrears. The Subscription Fee is exclusive of all direct and indirect taxes, charges, fees, and duties, including but not limited to any VAT or withholding tax. The User will bear any tax costs, including, notably, VAT and any applicable local withholding taxes. The Subscription Fee is subject to change upon thirty (30) days’ notice from us. Such notice may be provided at any time through the Dune website, the Service, or by email. Your continued use of Dune after receiving this notice will be understood as your acceptance of the new Subscription Fee. There are no refunds or credits for termination of your account before the end of any prepaid service period. Dune reserves the right to suspend the Services in the case of non-payment of the Subscription Plan’s consideration. #### Credits “Credits” are how we denominate paid usage at Dune. Credits allow you to flexibly decide how to use Dune’s most key functionalities, so you can freely choose how to trade off query Executions with Execution performance and SQL API data export volumes. The number of Credits ascribed to each Subscription Plan is described in the Subscription Tiers and Pricing Addendum. Payment Method -------------- If you choose a paid Subscription Plan, Dune will require you to pay with credit or debit cards. Card payments are processed via a third-party service provider, Stripe Inc. (“Stripe”). Stripe is licensed to provide these payment services and complies with the relevant laws and regulations. All payments for the Services are subject to the Stripe [terms and conditions](https://stripe.com/en-nl/legal) , which may be amended by Stripe from time to time. All card data is stored by Stripe. Dune does not store any card data. The User may delete a stored card in the User’s profile on the Site. Dune shares with Stripe User Information other than card data, as Stripe does not store any other User information. The User authorizes Stripe to process card payments for the Services on the User’s behalf. The payment amount will be equal to the total pricing of the User’s order. In the case the debit or credit card is rejected, the User may update the payment information. Payment must go through for the order to be submitted and processed. Intellectual Property Rights ---------------------------- Dune retains all rights to all elements of the Service. This includes, but is not limited to, the rights and ownership to algorithms, source code, object code and accompanying documentation, user interface design, graphics, illustrations, data, drawings, images, concepts, techniques, and specifications, design, trademarks, know-how, trade secrets, copyrights, and all other intellectual property rights. Marketing --------- The User agrees that Dune may list and/or identify a User’s name (including by displaying User’s trademark) to identify the business relationship between the parties on Dune’s website and in other marketing and advertising collateral. Limitation of Executions ------------------------ The default number of Executions a User or Team is entitled to perform is defined in each Subscription Plan. For the purposes of these Terms of Service, an “Execution” is defined as a request for data or information from Dune’s database originated from either the Dune Application Service or the SQL API Service. Dune may suspend or block the User if Dune believes, at its sole discretion, that the User is abusing the limitation of Executions. Teams ----- The Teams Service allows Users to collaborate on Dune. Administrative Users (“Admins”) shall be liable for choosing the Subscription Plan and making the payments. Admins on a Team will have full responsibility to determine level of access for the Users on a Team and that User Content is managed by the right Users with the right level of access. All Users on a Team shall ensure compliance with the Terms of Service by themselves and the other Users in the Teams. Admins shall have the following powers: 1. create one or more Teams, including editing its public Profile; 2. invite other Users to collaborate on the team, exclude Users from the Team, and dissolve the Team; 3. to define different privileges (Viewer, Editor, Admin) for each User with access to the Team; and 4. transfer content out of the Team Free access for Community Users ------------------------------- Dune may offer free access to the Services for community Users and Teams (hereinafter "Community Users"). Community Users are Users or Teams that are not subscribed to a paid Subscription Plan. The Service is hosted on an infrastructure delivered by a third-party cloud service provider. As a Community User you recognize that you may only use the Service in a way that does not substantially affect the capacity of the infrastructure and/or the performance of the Service. Dune sets the limit for when use of the Service is deemed to substantially affect the capacity of the infrastructure, at its sole discretion. Community Users may not create multiple Teams in order to circumvent the need to upgrade to a paid Subscription Plan or enter Credit overage. Dune determines, at its sole discretion, if a User abuses the Service by creating multiple Teams. Suspension and Termination of Services -------------------------------------- Dune reserves the right to at any time determine whether a use of the Service is in violation of its requirements for acceptable use and suspend, revoke, limit or terminate your and/or your Teams’ access to any of the Services if Dune, at its sole discretion, suspects or concludes that the Services provided by Dune are being used in violation of these Terms of Service by you or your Team. Dune will take reasonable steps to notify you of the suspension or removal of your User account or Team account, providing you with the reason for termination as well as your options for redress. Notice is, however, dependent on you having provided Dune with the electronic means to contact you. Transfer of rights ------------------ Dune is entitled to transfer its rights and obligation pursuant to these Terms of Service to a third party as part of a merger or acquisition process, or as a result of other organizational changes. Warranty Disclaimer ------------------- To the maximum extent permitted by law, the Service is provided on an “as is” and “as available” basis without express or implied warranty of any kind, and we do not guarantee or ensure any Execution. Dune expressly disclaims all warranties of noninfringement, merchantability, satisfactory quality, accuracy and fitness for particular purpose and the User’s expectations and intended purpose, nor that the Service is free of bugs, errors, defects or omissions, and that operation of the Service will be error-free or uninterrupted nor that all nonconformities will or can be corrected. The contents of the Services and any associated data, text, graphics, links and other materials may be based on sources that Dune does not control, including data provided by third parties and Users. Dune does not represent that the content of the Services is accurate or complete, and it should not be relied on as such. The Services and associated data may contain inaccuracies, typographical errors, and other errors. You understand that you are using any and all information available here at your own risk. Dune may, from time to time, need to temporarily suspend access to the Service due to software updates or maintenance. Dune will correct any errors as soon as commercially possible. Nevertheless, Dune does not guarantee a specific time limit for correction of errors, and we are not liable for any loss due to errors or downtime of the Site or the Service. We do not provide any endorsements or guarantees for any individual or entity using the Services, nor any third-party content posted on Dune’s website. Your sole and exclusive remedy for any problems or dissatisfaction with the Site or the Service is to delete your account and stop using the Service. The Service is controlled and operated from its facilities in Norway. Although the Service may be accessible worldwide, Dune does not claim, and we cannot guarantee that the Service is or will be appropriate or available for any location or jurisdiction, comply with the laws of any location or jurisdiction, or comply with laws governing export, import, or foreign use. Limitation of Liability ----------------------- We, our officers, shareholders, employees, agents, directors, subsidiaries, affiliates, successors, assigns, suppliers or licensors shall in no event be liable for (i) errors, mistakes, or inaccuracies of content; (ii) personal injury or property damage, of any nature whatsoever, resulting from your access to or use of our Service; (iii) any unauthorized access to or use of our secure servers and/or any and all information, including personal information or financial information, stored therein; (iv) any errors, mistakes, losses, damage or unauthorized access resulting from the use of third party applications by you, by your end users, or by us on your behalf; (v) any interruption or cessation of transmission to or from the Service; (vi) any bugs, viruses, trojan horses, or the like that may be transmitted to or through our service by any third party; (vii) any errors or omissions in any content or for any loss or damage incurred as a result of the use of any content posted, emailed, transmitted, or otherwise made available through the service; (viii) the other users; (ix) any indirect, special, incidental, punitive, exemplary or consequential damages; or (x) any loss of use, loss of profits, loss of savings, loss of reputation or loss of goodwill arising out of or in connection with the use of the Services, whether or not such damages are based on tort, warranty, contract or other legal theory, even if we have been advised or are aware of the possibilities of such damages, and even if a remedy fails of its essential purpose. Any claims for damages must be notified to us within ninety (90) calendar days of the date you first knew or reasonably should have known of the event giving rise to such claim. Any lawsuit relative to any such claim must be filed within one (1) year of the date of the claim. Dune’s liability is in all events limited to what the User have paid for the Service the last 3 months prior to the date of any claim. This section applies to the fullest extent permitted by applicable law. Indemnity --------- The User agrees to indemnify Dune for any loss, including indirect loss, arising out of or in connection with your use of the Services or violations of these Terms of Service. You agree to defend, indemnify, and hold us and our affiliates harmless from and against any demands, loss, liability, claims, or expenses (including attorneys’ fees) made against us by any third party due to or arising out of or related to (i) your User Content; (ii) use of the Service; (iii) your violation of any law or regulation or the rights or good name of any third party; and (iv) violation of these Terms of Service, or violation of any rights of another. Privacy Policy -------------- Dune is situated in Norway and is thereby subject to Regulation 2016/679 (EU) - General Data Protection Regulation (hereafter referred to as the “GDPR”). All personal data processed by us shall be processed in accordance with the GDPR. We maintain a [Privacy Policy](https://dune.com/privacy) , and it details how we handle and protect personal data. We fully incorporate our Privacy Policy into this Agreement. Note that we reserve the right to update the Privacy Policy at our discretion, and that any changes made to our Privacy Policy are effective when the updates are live on our Site. Choice of Law and Legal Venue ----------------------------- The Terms of Service will be governed by and construed in accordance by Norwegian law, without regard to its conflicts of law provisions. You agree to the personal jurisdiction by and venue in the Oslo District Court for all disputes related to or arising out of this agreement and waive any objection to such jurisdiction or venue. Those who access or use the Service from other jurisdictions do so at their own volition and are entirely responsible for compliance with all applicable Norwegian and local laws and regulations, including but not limited to export and import regulations. --- # Newsletter Signup | Dune Never miss an update! ===================== Subscribe Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune <> SheFi: Not an Ordinary Women’s Meetup ![](https://cdn.prod.website-files.com/62fca6954348cf2e3c918eee/68e4b6e8bbc864ae1c7557cc_logos.svg) Not an Ordinary Women’s Meetup ============================== 19th November 2025 Data Base stage at [DuneCon25](https://dunecon.com/) 3:30 – 4:30pm (TBC) [Get tickets](https://dune.com/dunecon-signup) RSVP and get updated when registration opens! Subscribe ![](https://cdn.prod.website-files.com/62fca6954348cf2e3c918eee/68e4b7512e9944f09fd04ac6_20241111%20DuneCon24-1049.webp) Not so ordinary =============== Crypto conferences are full of panels, pitches, and polished networking. **This is the opposite.** For one hour, we’ll hold a safe, women-only space to share **the good, the awkward, the funny, and the heartfelt truths** of working in crypto. No panels. No presentations. Just guided conversation so every voice can be heard. Why it’s different ------------------ #### Ungated honesty Say what rarely gets said out loud about your journey. #### All roles welcome Developers, founders, HR, marketing, finance, and beyond. #### Facilitated support Gentle prompts so you can share or simply listen. Session lead ------------ [![SheFi](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68ef673eea4aa3a0832d2c33_Speaker%3DMaggie%20Love.webp)](https://x.com/maggielove_) ![Founder](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68ef67045c4f667195536acd_Company%3DSheFi.svg) Maggie Love Founder SheFi [![Dune](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68ef76a928e19e51c3fb5765_Speaker%3DRebecca%20Ingram.png)](https://x.com/beccyingram) ![Head of People](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/6911ef274fb0240aa68f3655_Dune_Logo.svg) Rebecca Ingram Head of People Dune [![Privy](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f62e7a97b53d0f033df5ef_Speaker%3DDebbie%20Soon.webp)](https://x.com/debsoon) ![Head of Marketing](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f62e7f476f239ddd815cf2_DC_Logos.svg) Debbie Soon Head of Marketing Privy [![Fomo](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68ef758ffcc053996a4d5f24_Speaker%3DCami%20Ramos.png)](https://x.com/camiinthisthang?s=21) ![Growth Marketing](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/6913a7560642e0170157be7f_Logo.svg) Cami Ramos Growth Marketing Fomo [![Anchorage Digital](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f75febd53b3c67943e1587_Speaker%3DNicki%20Sanders.png)](https://x.com/nickilsanders?s=21&t=HXbj6DzTEcdV3Ih4dG1nZw) ![Engineering Lead](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f75fee34e9b2b37ad186f8_Company%3DAnchorage%20Digital.svg) Nicki Sanders Engineering Lead Anchorage Digital Also at DuneCon --------------- [![Monad Foundation](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68ef6f2ba5afc4d58a4f568e_Eunice%20-%20Monad%20Foundation%20Headshot.jpg)](https://x.com/0x_eunice?lang=en) ![Co-Founder](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68ef6f89b42be30cfa3b4fe7_Company%3DMonad.svg) Eunice Giarta Co-Founder Monad Foundation [![Uniswap Foundation](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68b5aedafabda1e101fc53e3_afyDHDaWWDwjOoBPyaoCmFMEweYhPnx20mrSMKjBeGs-p-800.png)](https://x.com/agaperste) ![Head of Data Science](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68b5aedafabda1e101fc53d1_HCPRteuxd7hjerPRzw6Usyno347Mw4INj9lBSUPWdGM.svg) Jackie Zhang Head of Data Science Uniswap Foundation [![Aztec](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68dc182a54f8ecd67bb2a9ad_7KhzdteWN1BdyKYVd18c_XtlCSYXXzAsE7a_vo7k4xU.jpeg)](https://x.com/clairekart) ![CMO](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68d92da88b0892e0116fba63_Company%3DAztec.svg) Claire Kart CMO Aztec [![Hype ](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68d139256508ac2e00c60bba_7pj61nlDzscRSbSBtYOBLCTtpuwvkc4nRLymYAAaf0U.png)](https://dune.com/x.com/emilyxlai) ![CMO](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68d1466aa90add923b47a524_GLao3rkP77_D_vIAqrP_MTGTImWqkJRNtStyJP5lEeQ.svg) Emily Lai CMO Hype [![Dune](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68ef65551f8a137249e95626_rWmxqfST_400x400.jpg)](https://x.com/alsielc?lang=en) ![Marketing Lead](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/6911ef274fb0240aa68f3655_Dune_Logo.svg) Alsie Liu Marketing Lead Dune [![Privy](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f62e7a97b53d0f033df5ef_Speaker%3DDebbie%20Soon.webp)](https://x.com/debsoon) ![Head of Marketing](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f62e7f476f239ddd815cf2_DC_Logos.svg) Debbie Soon Head of Marketing Privy [![Token Relations](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f763411a5223428f36d277_Speaker%3DJacquelyn%20Melinek.png)](https://x.com/jacqmelinek) ![Founder and CEO](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f763443ebb74f3751a561a_Company%3DToken%20Relations.png) Jacquelyn Melinek Founder and CEO Token Relations [![BeInCrypto](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/6915650dc1f2056ebad251b7_Speaker%3DAlena%20Afanaseva.png)](https://dune.com/women-meetup#) ![CEO & founder](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/69156518ed130091b8ce7d1b_Company%3DBeInCrypto.svg) Alena Afanaseva CEO & founder BeInCrypto [![Moonwell](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68d139217eeafd8e67d86d4e_40U0DYQ2kHEeyH1BAt1tHc-KIee6CgpWye7bUXT7jxk.png)](https://x.com/danimimm) ![Growth Lead](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68d13ca42427eab5c3613372_KVoCPs5DERUMSSGRZqve00pPV6MvQOWGqJKpc4j4DfI.svg) Daniela Zschaber Growth Lead Moonwell [![Anchorage Digital](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f75febd53b3c67943e1587_Speaker%3DNicki%20Sanders.png)](https://x.com/nickilsanders?s=21&t=HXbj6DzTEcdV3Ih4dG1nZw) ![Engineering Lead](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68f75fee34e9b2b37ad186f8_Company%3DAnchorage%20Digital.svg) Nicki Sanders Engineering Lead Anchorage Digital [![Serotonin](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68d139288ea09e335bd0be2c_FBj3aLBAXPP1nWmWOm9g_O21f1nES_2IGPqRE4t4OIA.png)](https://x.com/HorinekPM) ![Director of Growth Analytics](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/68d13ca8591ad3a0b2562e05_eGVSFTcDZdw1tef7hhrUd0mLzlIOtx1tdUGjx9fxm8w.svg) Paige Horinek Director of Growth Analytics Serotonin [![Uniswap Labs](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/690740a6e00a2ece56452eab_photo_2025-10-31_13.19.49_720.jpg)](https://dune.com/women-meetup#) ![International Growth Lead](https://cdn.prod.website-files.com/62fca6954348cf321d918ef1/6907411577d4fe4b6623c301_name%3DUniswap%2C%20color%3Dicon-light.svg) Sara Manjee International Growth Lead Uniswap Labs FAQ's -------- ### Who is this for? Women in or adjacent to crypto across all roles and levels. Come solo or with a friend (must have an approved DuneCon ticket). The open session format makes it easy to join quietly or jump in and speak your mind. ### Do I need a DuneCon ticket even if I just come for this session? Yes. You need a valid DuneCon ticket to attend this session (approval-based to make the event high quality). Although we highly recommend that you come for the full day experience! ### What’s the format? Will I have to speak? This is an open session. We have facilitated prompts, optional open-mic, and low-pressure activities like the anonymous Fun Board. Listening is 100% okay—share only if you want. ### Will it be recorded? Is it women-only? No formal recording. This hour is women-only to preserve a safe, focused environment. ### When and where? 3:30–4:30 pm at the Data Base stage inside DuneCon. Exact timing may fluctuate based on the agenda on the day. Capacity is limited; please RSVP early to help us plan seating. ![](https://cdn.prod.website-files.com/62fca6954348cf2e3c918eee/68e670fde57694dc702fc397_11773df7-a5cf-4f84-bd46-de3cc31d17b8.avif) ### Fully _Feminine_. Want to connect with Shefi members ahead of the DuneCon session? Use code \[DUNE-25\] to get 25% off of your SheFi Summit ticket [Join Shefi summit](https://luma.com/y9pgwz8b) ### How to join at DuneCon This session lives inside the full-day DuneCon experience. A DuneCon ticket automatically includes access to this session. [Get Tickets](https://dune.com/dunecon-signup) ![](https://cdn.prod.website-files.com/62fca6954348cf2e3c918eee/68f8d2d6ce63634427d6ee7a_Frame%202147206618.svg) Sign up for Dune updates, insights and events: Subscribe --- # Wizard program | Dune Join the Dune Wizard Program! ----------------------------- Join a list of top analysts we connect with 100+ projects and protocols across our blockchain partner ecosystems. 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[Contact Press team](https://dune.com/cdn-cgi/l/email-protection#4f2e233c262a0f2b3a212a612c2022703c3a2d252a2c3b720b3a212a6a7d7f1f3d2a3c3c) [Access Brand Kit](https://dune.com/brand) [![Cointelegraph](https://dune.com/press-logos/cointelegraph.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://cointelegraph.com/) Cointelegraph Frequently cited [View example article](https://cointelegraph.com/) [![Coindesk](https://dune.com/press-logos/coindesk.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.coindesk.com/) Coindesk Frequently cited [View example article](https://www.coindesk.com/) [![Ripple](https://dune.com/press-logos/ripple.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://ripple.com/insights/q4-2022-xrp-markets-report/) Ripple Data point used [View example article](https://ripple.com/insights/q4-2022-xrp-markets-report/) [![Wired](https://dune.com/press-logos/wired.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.wired.com/story/memecoin-kid-backlash/) Wired Data point used [View example article](https://www.wired.com/story/memecoin-kid-backlash/) [![Forbes](https://dune.com/press-logos/forbes.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.forbes.com/sites/lawrencewintermeyer/2022/03/21/ukraine-demonstrates-that-cryptocurrency-is-a-potent-tool-for-marshaling-grassroots-support/) Forbes Data point used [View example article](https://www.forbes.com/sites/lawrencewintermeyer/2022/03/21/ukraine-demonstrates-that-cryptocurrency-is-a-potent-tool-for-marshaling-grassroots-support/) [![Yahoo Finance](https://dune.com/press-logos/yahoo-finance.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://finance.yahoo.com/news/opensea-delists-sands-vegas-casino-035759874.html?guccounter=1) Yahoo Finance Data point used [View example article](https://finance.yahoo.com/news/opensea-delists-sands-vegas-casino-035759874.html?guccounter=1) [![a16z](https://dune.com/press-logos/a16z.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://a16zcrypto.com/posts/article/the-nft-mint-sweet-spot-data-on-early-decisions/) a16z Chart used [View example article](https://a16zcrypto.com/posts/article/the-nft-mint-sweet-spot-data-on-early-decisions/) [![Department of the Treasury](https://dune.com/press-logos/treasury.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.govinfo.gov/content/pkg/FR-2024-07-09/html/2024-14004.htm) Department of the Treasury Data point used [View example article](https://www.govinfo.gov/content/pkg/FR-2024-07-09/html/2024-14004.htm) [![PWC](https://dune.com/press-logos/pwc.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.pwc.com/jp/ja/knowledge/column/metaverse/vol02.html) PWC Data point used [View example article](https://www.pwc.com/jp/ja/knowledge/column/metaverse/vol02.html) [![Citi Bank](https://dune.com/press-logos/citi.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.citi.com/ventures/perspectives/opinion/daos.html) Citi Bank Data point used [View example article](https://www.citi.com/ventures/perspectives/opinion/daos.html) [![Fortune](https://dune.com/press-logos/fortune.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://fortune.com/crypto/2024/06/14/crypto-social-media-platform-farcaster-has-about-50000-daily-users-so-why-is-it-valued-at-1-billion/) Fortune Data point used [View example article](https://fortune.com/crypto/2024/06/14/crypto-social-media-platform-farcaster-has-about-50000-daily-users-so-why-is-it-valued-at-1-billion/) [![Business Insider](https://dune.com/press-logos/business-insider.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.businessinsider.com/why-2025-could-bring-altcoin-bull-market-crypto-bitcoin-2025-1) Business Insider Data point used [View example article](https://www.businessinsider.com/why-2025-could-bring-altcoin-bull-market-crypto-bitcoin-2025-1) [![Reuters](https://dune.com/press-logos/reuters.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.reuters.com/technology/global-rules-needed-spur-blockchain-trading-assets-report-says-2024-06-06/) Reuters Data point used [View example article](https://www.reuters.com/technology/global-rules-needed-spur-blockchain-trading-assets-report-says-2024-06-06/) [![Nasdaq](https://dune.com/press-logos/nasdaq.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.nasdaq.com/articles/why-telegram-trading-bots-are-cryptos-latest-obsession) Nasdaq Chart used [View example article](https://www.nasdaq.com/articles/why-telegram-trading-bots-are-cryptos-latest-obsession) [![Morgan Stanley](https://dune.com/press-logos/morgan-stanley.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://advisor.morganstanley.com/scott.altemose/documents/field/s/sc/scott-a--altemose/DeFi_Apr.pdf) Morgan Stanley Data point used [View example article](https://advisor.morganstanley.com/scott.altemose/documents/field/s/sc/scott-a--altemose/DeFi_Apr.pdf) [![New York Times](https://dune.com/press-logos/nyt.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.nytimes.com/2025/02/09/us/politics/trump-crypto-memecoin.html) New York Times Data point used [View example article](https://www.nytimes.com/2025/02/09/us/politics/trump-crypto-memecoin.html) [![S&P Global](https://dune.com/press-logos/sp-global.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.spglobal.com/en/research-insights/special-reports/what-can-you-trust-in-a-trustless-system) S&P Global Data point used [View example article](https://www.spglobal.com/en/research-insights/special-reports/what-can-you-trust-in-a-trustless-system) [![Bloomberg](https://dune.com/press-logos/bloomberg.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.bloomberg.com/news/articles/2025-03-13/trump-crypto-venture-has-talked-to-binance-about-doing-business?leadSource=uverify%20wall&embedded-checkout=true) Bloomberg Data point used [View example article](https://www.bloomberg.com/news/articles/2025-03-13/trump-crypto-venture-has-talked-to-binance-about-doing-business?leadSource=uverify%20wall&embedded-checkout=true) [![Goldman Sachs](https://dune.com/press-logos/goldman-sachs.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.gspublishing.com/content/research/en/reports/2021/10/22/3094e0f0-379e-4f11-8dce-7f74a7718eb7.html) Goldman Sachs Data point used [View example article](https://www.gspublishing.com/content/research/en/reports/2021/10/22/3094e0f0-379e-4f11-8dce-7f74a7718eb7.html) [![European Central Bank](https://dune.com/press-logos/ecb.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.ecb.europa.eu/press/financial-stability-publications/macroprudential-bulletin/focus/2022/html/ecb.mpbu202207_focus1.en.html) European Central Bank Data point used [View example article](https://www.ecb.europa.eu/press/financial-stability-publications/macroprudential-bulletin/focus/2022/html/ecb.mpbu202207_focus1.en.html) [![Visa](https://dune.com/press-logos/visa.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://usa.visa.com/solutions/crypto/rethink-digital-transactions-with-account-abstraction.html) Visa Data point used [View example article](https://usa.visa.com/solutions/crypto/rethink-digital-transactions-with-account-abstraction.html) [![Fidelity](https://dune.com/press-logos/fidelity.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://fwc.widen.net/s/zrvf5hfjfs/fda-2025-look-ahead-report---final) Fidelity Data point used [View example article](https://fwc.widen.net/s/zrvf5hfjfs/fda-2025-look-ahead-report---final) [![Grayscale](https://dune.com/press-logos/grayscale.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://research.grayscale.com/reports/polymarket) Grayscale Data point used [View example article](https://research.grayscale.com/reports/polymarket) [![Deloitte](https://dune.com/press-logos/deloitte.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.deloitte.com/content/dam/assets-zone2/fr/no-index/docs/industries/financial-services/2024/deloitte_dlt-capital-markets-24.pdf) Deloitte Chart used [View example article](https://www.deloitte.com/content/dam/assets-zone2/fr/no-index/docs/industries/financial-services/2024/deloitte_dlt-capital-markets-24.pdf) [![Boston Consulting Group](https://dune.com/press-logos/bcg.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://web-assets.bcg.com/81/71/6ff0849641a58706581b5a77113f/tokenized-funds-the-third-revolution-in-asset-management-decoded.pdf) Boston Consulting Group Data point used [View example article](https://web-assets.bcg.com/81/71/6ff0849641a58706581b5a77113f/tokenized-funds-the-third-revolution-in-asset-management-decoded.pdf) [![Coinbase Institutional](https://dune.com/press-logos/coinbase.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://coinbase.bynder.com/m/18348e25ea106276/original/Coinbase_Institutional_Crypto-Market-Outlook_2025_v1.pdf) Coinbase Institutional Chart used [View example article](https://coinbase.bynder.com/m/18348e25ea106276/original/Coinbase_Institutional_Crypto-Market-Outlook_2025_v1.pdf) [![CFA Institute](https://dune.com/press-logos/cfa.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://rpc.cfainstitute.org/blogpage?q=1229aa2d4da816480eece0753e569627d73cb5c855067cdf18e220f5f80b) CFA Institute Data point used [View example article](https://rpc.cfainstitute.org/blogpage?q=1229aa2d4da816480eece0753e569627d73cb5c855067cdf18e220f5f80b) ![Dune Dashboards](https://dune.com/_next/image?url=%2Fimages%2Fdune-dashboards.webp&w=3840&q=75&dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) Tell your next story with trusted data. The world's top Web3, Fortune 500 and TradFi institutional investors rely on Dune data. --------------------------------------------------------------------------------------- Reach out to [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#ceafa2bda7ab8eaabba0abe0ada1a3) for data support and expert assistance. Discounted rate/free access available upon request. [Contact Press team](https://dune.com/cdn-cgi/l/email-protection#93f2ffe0faf6d3f7e6fdf6bdf0fcfeace0e6f1f9f6f0e7aed7e6fdf6b6a1a3c3e1f6e0e0) [Access Brand Kit](https://dune.com/brand) #### The data must _flow_. Sign up for Dune updates, insights and events: Subscribe Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #4 - Danning from 0x Network/Matcha - Dex Aggregators and dex data - Blog | Dune [All posts](https://dune.com/blog) Ep#4\-Danningfrom0xNetwork/Matcha\-DexAggregatorsanddexdata =========================================================== Journey into Crypto Data Science, what she works on today and we talk a whole bunch over what dex aggregators do and how you can measure their success. ------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 10, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Ep #4 - Danning from 0x Network/Matcha - Dex Aggregators and dex data](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2681ed66724dad94345777a41113d3557e9aa2a2-1280x720.jpg&w=3840&q=75) Journey into Crypto Data Science, what she works on today and we talk a whole bunch over what dex aggregators do and how you can measure their success. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Complete guide: Analyzing the Top 10 Ethereum NFTs Using Dune API - Blog | Dune [All posts](https://dune.com/blog) Completeguide:AnalyzingtheTop10EthereumNFTsUsingDuneAPI ======================================================= Explore the top Ethereum NFT collections by volume in this tutorial, using Dune to uncover key trends, insights, and on-chain data analytics. --------------------------------------------------------------------------------------------------------------------------------------------- Guide•April 25, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Complete guide: Analyzing the Top 10 Ethereum NFTs Using Dune API](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F55f58df7ef72188c61f4404e6fe7093e6e9450fc-1800x1013.png&w=3840&q=75) In this tutorial, we’ll explore the digital landscape of Ethereum NFTs by volume using Dune. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Welcome to Dune! - Blog | Dune [All posts](https://dune.com/blog) WelcometoDune! ============== Andrew Hong kicks off a series of short, actionable tutorials to help users master Dune’s powerful features—from writing queries to using Dune AI—through real examples and guided walkthroughs. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Guide•August 16, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Andrew Hong, the Headmaster at Dune, introduces a series of tutorial videos designed to help users navigate and utilize various aspects of the Dune platform. The tutorials will cover topics such as search, discovery, writing queries, using Dune AI, utilizing the API, and navigating tables. These tutorials are organized into playlists based on different user journeys, with each video lasting 3 to 5 minutes and focusing on a specific feature or "surface" of the platform. Andrew will guide users through examples in each video, highlighting relevant documentation for further learning. The goal is to help users efficiently master Dune's features and tools. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #9 - drethereum - Rabbithole.gg and how to onboard users to web3 - Blog | Dune [All posts](https://dune.com/blog) Ep#9\-drethereum\-Rabbithole.ggandhowtoonboarduserstoweb3 ========================================================= Doc manages the data side of Rabbithole.gg and has amazing insights as to how the onboarding of users in crypto is going. ------------------------------------------------------------------------------------------------------------------------- Guide•August 10, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Doc manages the data side of Rabbithole.gg and has amazing insights as to how the onboarding of users in crypto is going. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # DuneCon22 Opening Keynote with CEO, Fredrik Haga - Blog | Dune [All posts](https://dune.com/blog) DuneCon22OpeningKeynotewithCEO,FredrikHaga ========================================== Dune's Co-Founder and CEO, Fredrik Haga takes us on a short trip down memory lane and explains the rich history both Dune and the Ethereum Ecosystem have in Berlin. -------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 5, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Dune's Co-Founder and CEO, Fredrik Haga takes us on a short trip down memory lane and explains the rich history both Dune and the Ethereum Ecosystem have in Berlin. Furthermore, Fredrik explains why the global shared backend that underpins all of web3 is a radical change in how businesses are run and how Dune fits into this paradigm change. Fredrik's Twitter: [https://twitter.com/hagaetc](https://twitter.com/hagaetc) [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #5 - Elias from Coinbase - Why data matters - Blog | Dune [All posts](https://dune.com/blog) Ep#5\-EliasfromCoinbase\-Whydatamatters ======================================= Elias is one of Dune's most prolific users and has made a couple great dashboards that garnered Industry wide attention. ------------------------------------------------------------------------------------------------------------------------ Guide•August 10, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Elias is one of Dune's most prolific users and has made a couple great dashboards that garnered Industry wide attention. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # From Polkadot RPC Byte to Pixels on Dashboard: The Magic ETL Pipeline - Blog | Dune [All posts](https://dune.com/blog) FromPolkadotRPCBytetoPixelsonDashboard:TheMagicETLPipeline ========================================================== Matthias Funke, Principal Analyst at Colorful Notion, explores the journey of Polkadot data from RPC bytes to visual dashboards. -------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **#DuneCon2024**, Matthias Funke, Principal Analyst at Colorful Notion, demystifies the process of transforming raw Polkadot data into actionable insights. From parsing RPC data to crafting visual dashboards on Dune, Matthias showcases how ETL pipelines unlock analytics across 50+ Polkadot parachains. He explains the advantages of Polkadot’s modular substrate architecture and how unified data ingestion enables consistent, cross-chain comparisons. Highlighting real-world use cases, Matthias demonstrates the power of querying aggregated data and leveraging detailed blockchain events. The session underscores the collaborative innovation behind making Polkadot’s ecosystem accessible to analysts worldwide. ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #1 - Hildobby - NFT market deep dive - Blog | Dune [All posts](https://dune.com/blog) Ep#1\-Hildobby\-NFTmarketdeepdive ================================= NFT marketplaces, advice on how to become a Dune Wizard and building a following using the power of Dune. --------------------------------------------------------------------------------------------------------- Guide•August 10, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune NFT marketplaces, advice on how to become a Dune Wizard and building a following using the power of Dune. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # EP #11 - Reverse (non-)Weekly Wizard with Boxer, Danning and Hildobby - Blog | Dune [All posts](https://dune.com/blog) EP#11\-Reverse(non-)WeeklyWizardwithBoxer,DanningandHildobby ============================================================ In this final (non-)weekly Wizard Danning and Hildobby interview Dune's very own Wizard Boxer. Boxer will tell the tale of the Dune Community, talk about what makes Dune's Community so special and shed some light on his view of the crypto market and data sphere. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•November 21, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune In this final (non-)weekly Wizard Danning and Hildobby interview Dune's very own Wizard Boxer. Boxer will tell the tale of the Dune Community, talk about what makes Dune's Community so special and shed some light on his view of the crypto market and data sphere. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Roadmap to Becoming a Top Crypto Data Analyst - Blog | Dune [All posts](https://dune.com/blog) RoadmaptoBecomingaTopCryptoDataAnalyst ====================================== Discover the roadmap to becoming a top crypto data analyst — from blockchain fundamentals to advanced querying, with a focus on real-world projects, community engagement, and public sharing for impact. --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 22, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune In this video, Andrew introduces a roadmap for becoming a crypto data analyst. He outlines key skills needed, organized into levels, with each node offering descriptions and resources. The roadmap covers basics like blockchain knowledge and exploration tools, advancing to complex querying and protocol navigation. Andrew emphasizes practical learning—building with what you've learned and engaging with the crypto community. He also highlights the importance of sharing work publicly to build relationships and gain recognition. The roadmap includes knowledge domains crucial for analyzing protocols, encouraging a deep, intuitive understanding of the crypto ecosystem. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #6 - Richard Chen - Blog | Dune [All posts](https://dune.com/blog) Ep#6\-RichardChen ================= Richard is one of the greatest Dune Wizards alive and General Partner @ 1confirmation. We talk to him about his views on the industry as is, and where we might be going. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 10, 2022•1 min read Richard is one of the greatest Dune Wizards alive and General Partner @ 1confirmation. We talk to him about his views on the industry as is, and where we might be going. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Building Backend Data Infrastructure with Ben Smith - Blog | Dune [All posts](https://dune.com/blog) BuildingBackendDataInfrastructurewithBenSmith ============================================= In this workshop, Ben from Cow Protocol walks us through his Python Dune Client. The client is built on top of the newly launched Dune API and offers expansive features to work with the Dune API internally. The Dune client can be found here: https://github.com/cowprotocol/dune-client Ben's Twitter: https://twitter.com/bh2smith ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune In this workshop, Ben from Cow Protocol walks us through his Python Dune Client. The client is built on top of the newly launched Dune API and offers expansive features to work with the Dune API internally. The Dune client can be found here: [https://github.com/cowprotocol/dune-client](https://github.com/cowprotocol/dune-client) Ben's Twitter: [https://twitter.com/bh2smith](https://twitter.com/bh2smith) ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # BendDAO Liquidity Crisis (with Bend cofounder Q&A) | Dune Arcana #2 - Blog | Dune [All posts](https://dune.com/blog) BendDAOLiquidityCrisis(withBendcofounderQ&A)|DuneArcana#2 ========================================================= This week we will investigate the liquidity crisis BendDAO had and its implication for the broader NFT market. -------------------------------------------------------------------------------------------------------------- Guide•November 17, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune This week we will investigate the liquidity crisis BendDAO had and its implication for the broader NFT market. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Data Science On Uniswap v3, Austin Adams and Xin Wan, Uniswap Labs - Blog | Dune [All posts](https://dune.com/blog) DataScienceOnUniswapv3,AustinAdamsandXinWan,UniswapLabs ======================================================= Austin Adams and Xin Wan from Uniswap Labs walk us through the (un)common phenomena of just-in-time liquidity for Uniswap V3 and present their analysis of the issue at hand using Dune's datasets. This talk is largely based on a recent article released by Austin & Xin that can be found here: https://uniswap.org/blog/jit-liquidity. Austin's Twitter: https://twitter.com/AustinAdams10 Xin's Twitter: https://twitter.com/xin\_\_wan --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Austin Adams and Xin Wan from Uniswap Labs walk us through the (un)common phenomena of just-in-time liquidity for Uniswap V3 and present their analysis of the issue at hand using Dune's datasets. This talk is largely based on a recent article released by Austin & Xin that can be found here: [https://uniswap.org/blog/jit-liquidity](https://uniswap.org/blog/jit-liquidity) . Austin's Twitter: [https://twitter.com/AustinAdams10](https://twitter.com/AustinAdams10) Xin's Twitter: [https://twitter.com/xin\_\_wan](https://twitter.com/xin__wan) ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dunerds: No Data Beyond Our Reach - Blog | Dune [All posts](https://dune.com/blog) Dunerds:NoDataBeyondOurReach ============================ Hildobby (Head of Data at Dragonfly) and Danning Sui (Data Scientist at Flashbots) explore the limitless potential of on-chain data and its applications in this #DuneCon2024 session. -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune In this insightful **#DuneCon2024** session, **Hildobby**, Head of Data at Dragonfly, and **Danning Sui**, Data Scientist at Flashbots, reveal the immense potential of on-chain data and how Dune is revolutionizing blockchain analysis. They showcase their groundbreaking work in areas like Ethereum staking, NFT wash trading, and the rising adoption of private mempools, all while highlighting the untapped opportunities in blockchain data science. This talk dives deep into the mechanics of data curation, heuristics, and tagging, demonstrating how meticulous research powers the dashboards we rely on. Hildobby and Danning explore how advanced tools like Spellbook tables and custom community-uploaded datasets extend Dune's capabilities far beyond what meets the eye, even allowing insights into off-chain activity. The speakers also discuss the evolution of decentralized finance, highlighting the growing complexity of DEX routing, private mempool adoption, and the pivotal role of major players like Coinbase. They share candid advice for data scientists looking to enter the field, emphasizing the endless opportunities for innovation across blockchains, bridges, and wallet analytics. Stay tuned to the end for engaging audience Q&A, where topics like data poisoning, community incentives, and curating reliable datasets are debated. Whether you're a blockchain enthusiast, data scientist, or industry professional, this session offers an unparalleled look at the cutting edge of on-chain analytics. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Sparking Joy Through Dune with Elias Simos - Blog | Dune [All posts](https://dune.com/blog) SparkingJoyThroughDunewithEliasSimos ==================================== Elias shares his web3 journey from being a Dune Wizard working for Coinbase to now launching his own data analytics company focused on validator-level data. Elias' new company is Rated. To learn more please visit https://www.rated.network/. Elias Twitter: https://twitter.com/eliasimos --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Elias shares his web3 journey from being a Dune Wizard working for Coinbase to now launching his own data analytics company focused on validator-level data. Elias' new company is Rated. To learn more please visit [https://www.rated.network/](https://www.rated.network/) . Elias Twitter: [https://twitter.com/eliasimos](https://twitter.com/eliasimos) [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Governance In Data with Ivan Molto & Fred Hjalmarsson of GitcoinDAO - Blog | Dune [All posts](https://dune.com/blog) GovernanceInDatawithIvanMolto&FredHjalmarssonofGitcoinDAO ========================================================= Fred & Ivan from GitcoinDAO walk us through the gitcoin systems and show us how they utilize Dune to ensure equal access to data for every DAO member. To learn more about gitcoin, visit gitcoin.co Ivan's Twitter: https://twitter.com/ivanmolto -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Fred & Ivan from GitcoinDAO walk us through the gitcoin systems and show us how they utilize Dune to ensure equal access to data for every DAO member. To learn more about gitcoin, visit gitcoin.co Ivan's Twitter: [https://twitter.com/ivanmolto](https://twitter.com/ivanmolto) ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #8 - Michael Silberling - The Dune Goat | Data for an entire L2 - Blog | Dune [All posts](https://dune.com/blog) Ep#8\-MichaelSilberling\-TheDuneGoat|DataforanentireL2 ====================================================== Michael is considered by many to be the best Analyst working on Dune today and is doing amazing stuff day in and day out. ------------------------------------------------------------------------------------------------------------------------- Guide•August 10, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Michael is considered by many to be the best Analyst working on Dune today and is doing amazing stuff day in and day out. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Leveraging Your Data Communities with Andrew Hong - Blog | Dune [All posts](https://dune.com/blog) LeveragingYourDataCommunitieswithAndrewHong =========================================== In this talk, Andrew walks us through his insights into the web3 data economy and its participants. He also shares some advice for Solidity devs that would enable analysts to more easily work with their data. Andrew's Twitter: https://twitter.com/andrewhong5297 --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune In this talk, Andrew walks us through his insights into the web3 data economy and its participants. He also shares some advice for Solidity devs that would enable analysts to more easily work with their data. Andrew's Twitter: [https://twitter.com/andrewhong5297](https://twitter.com/andrewhong5297) [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Founder Interview AMA with Mario Gabriele, Founder of The Generalist - Blog | Dune [All posts](https://dune.com/blog) FounderInterviewAMAwithMarioGabriele,FounderofTheGeneralist =========================================================== The end of Dunecon was marked by an AMA with the two co-founders of Dune, Mats and Fredrik. The AMA was conducted by Mario Gabriele (Founder @ The Generalist). Fredrik and Mats mostly share stories about their journey and give glimpses into the future of Dune. Fredrik's Twitter: https://twitter.com/hagatec Mat's Twitter: https://twitter.com/mewwts Mario's Twitter: https://twitter.com/mariogabriele ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The end of Dunecon was marked by an AMA with the two co-founders of Dune, Mats and Fredrik. The AMA was conducted by Mario Gabriele (Founder @ The Generalist). Fredrik and Mats mostly share stories about their journey and give glimpses into the future of Dune. Fredrik's Twitter: [https://twitter.com/hagatec](https://twitter.com/hagatec) Mat's Twitter: [https://twitter.com/mewwts](https://twitter.com/mewwts) Mario's Twitter: [https://twitter.com/mariogabriele](https://twitter.com/mariogabriele) ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #6 - Richard Chen - Blog | Dune [All posts](https://dune.com/blog) Ep#6\-RichardChen ================= Richard is one of the greatest Dune Wizards alive and General Partner @ 1confirmation. We talk to him about his views on the industry as is, and where we might be going. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 10, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Richard is one of the greatest Dune Wizards alive and General Partner @ 1confirmation. We talk to him about his views on the industry as is, and where we might be going. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # RWA Report 2025 - Blog | Dune [All posts](https://dune.com/blog) RWAReport2025 ============= Your data-driven guide to key trends, new asset types, and the leading projects shaping real-world assets onchain. ------------------------------------------------------------------------------------------------------------------ Research•September 16, 2025•1 min read ![@Dune and Contributors](https://cdn.sanity.io/images/fox336rh/production/3e8f8dd151167a688b7e1a37e7369c08270d3e77-781x781.svg) Dune and ContributorsAuthor ![RWA Report 2025](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F64f6ca03efd1f15f498cccca87dd16b03b123088-1200x675.png&w=3840&q=75) [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Beyond the 10-K: Revolutionizing Financial Transparency with On-Chain Data - Blog | Dune [All posts](https://dune.com/blog) Beyondthe10-K:RevolutionizingFinancialTransparencywithOn-ChainData ================================================================== Sonya Kim, Chef at Steakhouse Financial, explores how on-chain data is transforming financial transparency and redefining traditional reporting methods at #DuneCon2024 ----------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **DuneCon 2024**, **Sonya Kim** from **Steakhouse Financial** shared how on-chain data is revolutionizing financial reporting in DeFi, bridging traditional finance (TradFi) rigor with blockchain transparency. She highlighted the growing importance of fundamentals in driving token value, showcasing how protocols with improving per-token metrics significantly outperform those without. Drawing inspiration from the SEC-mandated 10-K reports, Steakhouse Financial created a blockchain-native _2023 MakerDAO Retrospective Report_. This 50-page document offers real-time insights into MakerDAO’s financial operations, such as its evolution from crypto-backed collateral to integrating real-world assets like U.S. Treasury Bills. This pivot enabled MakerDAO to achieve record revenues in 2023, with 95% of collateral deployed into earning opportunities, outperforming even traditional banks in efficiency. Sonya emphasized how on-chain data democratizes access to financial insights, enabling anyone to analyze operations in real time. She concluded by highlighting DeFi’s potential to surpass traditional systems in transparency, scalability, and trust, driven by tools like Dune Analytics. "On-chain transparency isn’t just better reporting—it’s a paradigm shift," she stated. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Behind The Blocks - Blog | Dune [All posts](https://dune.com/blog) BehindTheBlocks =============== A panel discussion with blockchain leaders Keone Hon (Monad), Smokey the Bera (Berachain), Stani Kulechov (Avara, Aave, Lens), and Camila Russo (The Defiant). -------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **DuneCon 2024**, an exclusive panel discussion brought together blockchain leaders Keone Hon (Monad), Smokey the Bera (Berachain), Stani Kulechov (Avara, Aave, Lens), and Camila Russo (The Defiant). This insightful session explored the core elements of building successful Web3 projects, addressing decentralization, finding product-market fit, community building, tokenomics, technology, and regulation. Key topics discussed included: * Navigating the decentralization spectrum and balancing trade-offs for user experience. * Lessons learned from achieving product-market fit through perseverance and iteration. * Strategies for building resilient communities without relying on airdrops. * The importance of innovative technology in Web3 success. * The evolving landscape of crypto regulation and the best global hubs for blockchain development. This panel offered invaluable insights from some of the industry's top visionaries, providing lessons and strategies that are shaping the future of Web3. 👉 Don’t forget to subscribe for more DuneCon content and expert blockchain insights. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Blockspace Abundance: What Do We Do With It? - Blog | Dune [All posts](https://dune.com/blog) BlockspaceAbundance:WhatDoWeDoWithIt? ===================================== 0xRob, Resident Wizard at Dune, explores the opportunities and challenges presented by blockspace abundance in this thought-provoking #DuneCon2024 session. ----------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **#DuneCon2024**, **0xRob**, Resident Wizard at Dune, explored the rapid expansion of blockchain capacity and its impact on innovation. #### Highlights Rob examined the explosion of blockspace, driven by Ethereum's evolution and the rise of Layer 2 solutions like Optimism, Base, and Arbitrum. While capacity has increased, Rob stressed the importance of using it for **complex and meaningful on-chain activity**, not just more transactions. Key insights: * **Complexity on Layer 2s**: Metrics such as gas usage and function diversity show more sophisticated transactions happening on Layer 2 chains, with Base and Arbitrum leading. * **Real Innovation or Noise?**: Rob challenged the audience to consider whether this complexity serves real-world applications or just advanced trading and MEV strategies. Rob concluded that Layer 2s are driving innovation but called for deeper analysis to ensure the growing capacity fosters meaningful progress. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Changes to Dashboard Refreshes - Blog | Dune [All posts](https://dune.com/blog) ChangestoDashboardRefreshes =========================== We're changing how we refresh dashboards to deliver better user experience and ensure the sustainability of our platform. Here's what you need to know. ------------------------------------------------------------------------------------------------------------------------------------------------------- News•July 13, 2023•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Changes to Dashboard Refreshes](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F40a7af59a509cb7ea152ac389bbd40459909bc36-2400x1350.png&w=3840&q=75) Greetings, wizards! We have some important updates for you about how we keep dashboards data up-to-date. Historically, we’ve refreshed dashboards whenever their data is older than 6 hours on Dune and 24 hours on Spark. This feature, known as Time To Live (TTL), has served us well. In Our commitment to making data as accessible and useful as possible, we’vetaken on the expense of refreshing a vast array of dashboards – some of which, unfortunately, do not generate broad value for our community. Our vibrant community of wizards has put a lot of time and effort into creating these dashboards, which serve as public goods **We believe it is our responsibility to keep these public goods useful;** The associated costs we’ve incurred to maintain the hundreds of thousands of dashboards on Dune, we’ve happily borne as an act of goodwill towards our dedicated Dune community.However, indiscriminately refreshing all dashboards, regardless of their community value, is not sustainable. Over the past months, we've implemented changes to enhance the transparency of data freshness of Dune dashboards, and provided wizards with more tools to manage their data freshness to best suit their needs. This has included introducing a clearer indication of a dashboard's data age, adding a Run button to dashboards, and recently launching Dashboard Scheduling. Furthermore, we've initiated charging credits when users apply parameters to a dashboard, to prevent subsidizing dashboard runs that don't offer broad value to our community. Next week, on Monday, July 24th, we will be turning off auto-refresh (TTL) for all content on Dune. **We will no longer indiscriminately refresh all dashboards.** While we’re turning off TTL, we will simultaneously roll out a new functionality to dynamically refresh our most popular dashboards. **When you visit dune.com, our most accessed content will still be up-to-date.** The frequency of refreshing will vary, with more popular dashboards refreshed more often, while less popular ones will be updated less frequently. As a result, highly popular dashboards will often be refreshed more regularly than they are now, allowing us to deliver an improved user experience while keeping the costs of maintaining up-to-date public goods dashboards at a reasonable level. We appreciate your understanding as we make these changes to ensure the sustainability of our platform and the quality of the data you depend on. As always, we're committed to delivering the best possible experience to our Dune community. Let the data flow! ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Careers and Paths in web3 Data Science, Wizard Panel - Blog | Dune [All posts](https://dune.com/blog) CareersandPathsinweb3DataScience,WizardPanel ============================================ In this Panel, some of the most famous/notorious Dune Wizards share their web3 journeys, tips on how to get a job, and how to effectively make a name for yourself within the crypto data community. Participants: Boxer, Dune: https://twitter.com/0xBoxer Hildobby, Dragonfly: https://twitter.com/hildobby\_ Kofi, 1confirmation: https://twitter.com/0xKofi Chuxin, Optimism: https://twitter.com/chuxin\_h --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune In this Panel, some of the most famous/notorious Dune Wizards share their web3 journeys, tips on how to get a job, and how to effectively make a name for yourself within the crypto data community. Participants: ------------- Boxer, Dune: [https://twitter.com/0xBoxer](https://twitter.com/0xBoxer) Hildobby, Dragonfly: [twitter.com/hildobby](https://twitter.com/hildobby_) Kofi, 1confirmation: [twitter.com/0xKofi](https://twitter.com/0xKofi) Chuxin, Optimism: [twitter.com/chuxin\_h](https://twitter.com/chuxin_h) Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Chat with Lisan al Gaib, Vitalik Buterin, at DuneCon2024 - Blog | Dune [All posts](https://dune.com/blog) ChatwithLisanalGaib,VitalikButerin,atDuneCon2024 ================================================ Our mystery guest, Vitalik Buterin, joins Mats Olsen (CTO & Co-Founder of Dune) for a captivating discussion at #DuneCon2024. ----------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune In this highly anticipated session from **#DuneCon2024**, Ethereum co-founder **Vitalik Buterin** joins **Mats Olsen**, CTO and Co-Founder of Dune, for an in-depth and candid conversation. Together, they explore Ethereum’s design principles, blockchain transparency, the role of Layer 2s, and the future of privacy and scalability on the blockchain. From the implications of Ethereum’s transparency to the challenges of privacy protocols, Vitalik reflects on the intentional trade-offs made during Ethereum’s inception. He shares insights on Ethereum's evolution, explaining how advancements in zk-proofs and privacy layers are shaping new possibilities. The discussion also dives into the multi-layered blockchain ecosystem, with Vitalik commenting on the potential for Layer 3s, proof aggregation, and application-specific chains. For fans of blockchain innovation, this talk is packed with Vitalik's thoughts on Ethereum’s biggest opportunities ahead, including decentralized social networks, financial applications, and blockchain-based credible commitments. The conversation is peppered with personal anecdotes, technical deep dives, and a forward-looking vision for how Ethereum and blockchain technology can redefine trust, openness, and collaboration globally. Stay until the end to hear Vitalik’s candid Q&A with the audience, where he tackles tough questions on Ethereum’s governance, redesigning blockchain consensus, and even what he’d create if starting a new blockchain from scratch. This session is a must-watch for anyone passionate about blockchain technology and its future. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Creating and Managing Dashboards - Blog | Dune [All posts](https://dune.com/blog) CreatingandManagingDashboards ============================= Master Dune dashboards with this step-by-step guide—learn how to create, customize, and manage data-rich dashboards to showcase blockchain insights and streamline your analytics workflow. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 16, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides a comprehensive guide on how to create, edit, and manage dashboards on the Dune platform. Key points include: 1. **Creating Dashboards**: Users can create dashboards by selecting the "Create" button, where they can name, customize the URL, and choose privacy settings. 2. **Dashboard Features**: Dashboards can contain various visualizations like charts, counters, time series, and tables. Users can interact with these visualizations, such as running all queries or specific ones within the dashboard. 3. **Customization**: Users can add visualizations and text widgets using markdown, which supports images, bullet points, and links. Dashboards can also be organized into folders, and queries within them can be scheduled to refresh automatically at specified intervals. 4. **Additional Functions**: The platform allows users to take screenshots of dashboards, fork their own dashboards (not others), link to a GitHub repository for collaboration, and add or remove stars as a rating system. 5. **Managing Dashboards**: Users can change the privacy settings, archive dashboards (which hides them but allows for unarchiving later), and delete them if necessary. 6. **Further Learning**: For more detailed information, users are encouraged to visit the dashboards section of the Dune documentation. Overall, the video aims to help users effectively create and manage dashboards on Dune, leveraging its various tools and settings. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Cracking Solana Staking: Native, Pools, and LSTs Unlocked - Blog | Dune [All posts](https://dune.com/blog) CrackingSolanaStaking:Native,Pools,andLSTsUnlocked ================================================== Andrew Hong dives into Solana staking, exploring native staking, staking pools, and liquid staking tokens in this insightful #DuneCon2024 session. -------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune In this highly technical **#DuneCon2024** session, **Andrew Hong**, ex-Headmaster at Dune, delves into the intricate mechanics of Solana staking. Covering native staking, staking pools, and liquid staking tokens (LSTs), Andrew unpacks the complexities of Solana’s delegated proof-of-stake system and its implications for decentralization, user incentives, and DeFi applications. The presentation begins with a foundational explanation of Solana's staking architecture, including the role of epochs, validator dynamics, and reward mechanisms. From there, Andrew explores the nuances of managing stake accounts, their lifecycle, and the challenges of tracking Solana’s unique staking behaviors due to the low-level operations that bypass typical transfer logs. Andrew also provides an in-depth analysis of LSTs on Solana, comparing them to Ethereum’s approach while highlighting Solana’s experimentation-friendly ecosystem. With tools like the S Pool Factory enabling rapid LST creation, Andrew explains how different LSTs distribute stakes across validators, their scoring mechanisms, and the rise of single-validator LSTs. Key takeaways include: * The dominance of key players like Helus and Coinbase in Solana’s staking ecosystem and the ongoing debates around decentralization and commission rates. * How LSTs drive innovation and DeFi adoption on Solana while remaining underutilized compared to Ethereum (6% vs. 40% of total stake). * Challenges in data tracking and decoding Solana-specific staking actions for analysis. The session concludes with Andrew addressing audience questions on validator dynamics, LST adoption, and the future of Solana’s staking ecosystem. Packed with actionable insights and technical depth, this talk is essential viewing for anyone interested in the evolving staking landscape of Solana. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Creating Visualizations (Charts) - Blog | Dune [All posts](https://dune.com/blog) CreatingVisualizations(Charts) ============================== Learn how to build and customize powerful charts on Dune—this guide walks you through creating data visualizations, formatting results, and enhancing your dashboards for clearer blockchain insights. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Guide•August 16, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides a guide on how to create and customize visualizations on the Dune platform after writing a query. Key points include: 1. **Overview of Visualizations**: The video introduces different visualization types, including charts, tables, and more, explaining how each can be formatted, including axes, legends, and colors. 2. **Formatting and Customization**: Users learn how to format raw query results, such as renaming columns, adding dollar signs, rounding values, and adjusting number formats for readability. The video also covers how to customize visualization elements like colors, legends, and titles. 3. **Creating and Editing Charts**: The video walks through creating new visualizations, like bar charts, selecting X and Y axes, and grouping data. It shows how to stack items for better readability and customize tooltips for detailed hover information. 4. **Color and Legend Management**: Users can manage default colors assigned to legend items, override them with custom colors, and rearrange legend items for better visual order. 5. **Advanced Chart Features**: The video covers features like normalizing bar charts to percentages, combining different chart types (e.g., line and scatter), and the importance of starting with a bar chart before changing to other types to maintain stacking functionality. 6. **Adding Descriptions and Parameters**: Users can add descriptions to visualizations and use parameters within these descriptions to dynamically update based on the data. 7. **Final Steps**: Once a visualization is created, it can be added to any dashboard as a widget. Users can delete or modify visualizations as needed. Overall, the video aims to equip users with the skills to effectively create, customize, and manage visualizations on Dune to better present their data. ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune 101: Creating your first Query - Blog | Dune [All posts](https://dune.com/blog) Dune101:CreatingyourfirstQuery ============================== Kickstart your journey with Dune by following this step-by-step guide to create your first SQL query and begin exploring on-chain data like a pro. -------------------------------------------------------------------------------------------------------------------------------------------------- Guide•April 8, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Dune 101: Creating your first Query](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa6e933e37a20fd719bdddf12581c1ef7d7305249-1200x675.png&w=3840&q=75) Access guides by visiting: [https://docs.dune.com/learning/how-tos/create-your-first-query](https://docs.dune.com/learning/how-tos/create-your-first-query) [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Exploring Queries, Views, and Matviews - Blog | Dune [All posts](https://dune.com/blog) ExploringQueries,Views,andMatviews ================================== Learn how to create, schedule, and optimize SQL queries on Dune with this in-depth guide covering query views, parameters, and materialized results for faster, smarter blockchain analysis. -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 16, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides an introduction to creating, editing, and managing queries on the Dune platform. Key points include: 1. **Basics of Queries**: The video starts with an overview of the query editor, explaining how to write and execute queries, view results, and use shortcuts. It introduces the SQL query text area, the run button, the query results section, and the table explorer for finding tables to query. 2. **Forking and Creating Queries**: Users can fork existing queries or create new ones. Forking allows users to modify and save queries from others quickly. 3. **Query Editor Components**: The query editor consists of three main parts: the SQL text area, the results section, and the data/table explorer. Users can run queries on different engines (free, medium, large) depending on their plan. 4. **Scheduling and Parameters**: Users can schedule queries to run at specific intervals (e.g., daily, every 15 minutes) and add parameters for dynamic querying. The video covers handling parameters like text, dates, and lists, including specific tips and gotchas. 5. **Query Views and Materialized Views**: The video explains how to create query views, which allow reusing queries within other queries, and materialized views, which store query results for faster access. It highlights the difference between query results and materialized view results. 6. **Settings**: Users can manage query settings, such as changing the name, adding tags and descriptions, changing ownership, adjusting privacy settings, and archiving queries. Overall, the video aims to familiarize users with the essential tools and features for effectively working with queries on Dune. ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune - Blog | Dune [All posts](https://dune.com/blog) Dune ==== Today we are excited to announce that Dune Analytics, often referred to as just Dune, is now exactly that: Dune. ---------------------------------------------------------------------------------------------------------------- Research•April 19, 2022•2 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![Dune](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2037daaa9823c950a56015f15573f37c65aa9686-1200x675.png&w=3840&q=75) Today we are excited to announce that Dune Analytics, often referred to as just Dune, is now exactly that: Dune. Not only that. You can now find us at dune.com where we’ll make web3 data accessible for millions of people, and empower a new generation of data Wizards. When we founded Dune Analytics back in 2018 there were a couple of dozen smart contract products live on the Ethereum blockchain used by a few tech and finance geeks. We built a tool to let anyone easily analyze this activity. However, while our audience was pretty niche and technical back then, we didn’t want to name our product something overly technical like “Blockchain data technologies”. We wanted something more accessible, something neat and more playful. Dune was such a word. The lines of a dune resemble charts so there was a connection to what we’re building without making it too techy. As a bonus it’s also a pretty cool book. However, we needed to get an available domain so we became Dune Analytics and found a home at duneanalytics.com. Since then the scope and reach of our industry has grown exponentially. It’s no longer just cryptocurrencies, it’s web3. It’s not just finance, it’s art, gaming, DAOs and beyond. It’s no longer just geeks messing around, there’s a massive consumer audience. It’s no longer just Ethereum layer 1, but a myriad of layers, chains and different approaches. Many crypto startups are now huge web3 companies, and even the established huge companies are embracing our world as well. We supply data for all of these emerging use cases and users. But, we’re not just going to do this through enabling analytics dashboards. We are rapidly expanding our scope and offering. We will for instance soon launch the highly anticipated Dune API, which will create a living, breathing and performant API machine for the community and open up a whole new world of use cases. The data will flow. Our mission is to make crypto data accessible and we’ve long known that eventually this day would come when _analytics_ is too limiting for describing what we’re up to. It’s a long and clunky word that is too cumbersome. Therefore, we’re today changing our name to simply _Dune_. Oh and speaking of a large audience. You can now find the data flowing at _dune.com_. While we honestly quite liked our former home at dune.xyz we want to bring trusted web3 data to the _masses_. A neat 4 letter .com domain is the right place to do just that. To us the new name of Dune and our new home at dune.com is a symbol of what crypto and we have grown into, but also a symbol of the ambitions we have for the future when we are going to make web3 data broadly accessible to millions of users. The data must flow. /Dune [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # From Chain to Chains: Building a Superchain Data Team - Blog | Dune [All posts](https://dune.com/blog) FromChaintoChains:BuildingaSuperchainDataTeam ============================================= Lizzy Wong (Optimism - OP Labs) discusses the challenges and strategies for building a superchain data team, sharing insights from the frontier of multichain analytics at DuneCon2024. --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **DuneCon 2024**, Lizzy Wong, Head of Data at OP Labs, shared her expertise on building a superchain data team and navigating the challenges of multichain analytics. This engaging talk explored the intersection of data strategy, leadership, and the evolving world of blockchain ecosystems. Key topics included: * The growth of Optimism's superchain and the increasing complexity of multichain data. * Why data is a strategic asset in the blockchain space, serving as a foundation for transparency, trust, and ecosystem growth. * Building and scaling high-performing, multidisciplinary data teams. * Data strategies, including the importance of trust, scalable infrastructure, and impactful ROI-driven metrics. * Insights into cross-chain analytics, interoperability, and tracking user behavior in a multichain world. Lizzy also shared practical frameworks for prioritizing data initiatives, aligning metrics with business outcomes, and fostering collaboration across diverse teams. Whether you're a blockchain developer, data scientist, or enthusiast, this talk offered actionable strategies to thrive in the rapidly evolving landscape of Web3 analytics. 👉 Watch now to learn how data teams can drive innovation in the superchain era and subscribe for more insights from DuneCon 2024! 🚀 [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #2 - Niftytable - NFT trends - Blog | Dune [All posts](https://dune.com/blog) Ep#2\-Niftytable\-NFTtrends =========================== NFT trends and developments, how to find a footing in the web3 industry and how kofi and 1confirmation think about thesis and frameworks for investing. ------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 10, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune NFT trends and developments, how to find a footing in the web3 industry and how kofi and 1confirmation think about thesis and frameworks for investing. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # How Lido Creates Analytics Using Dune with Grigori Shestakov - Blog | Dune [All posts](https://dune.com/blog) HowLidoCreatesAnalyticsUsingDunewithGrigoriShestakov ==================================================== Grigori from Lido walks us through Lido's operations with and on Dune. Lido builds liquid staking protocols for blockchains. For more on Lido, please visit https://lido.fi/. ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Grigori from Lido walks us through Lido's operations with and on Dune. Lido builds liquid staking protocols for blockchains. For more on Lido, please visit [https://lido.fi/.](https://lido.fi/) ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Ep #10 - Andrew from Mirror.xyz - web3 education, DAOs and finding your job in web3 - Blog | Dune [All posts](https://dune.com/blog) Ep#10\-AndrewfromMirror.xyz\-web3education,DAOsandfindingyourjobinweb3 ====================================================================== Andrew does Data Science @ Mirror.xyz, gets people web3 data jobs with "web3 data degens" and is in general just a really active contributor to the web3 data space. -------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 10, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Andrew does Data Science @ Mirror.xyz, gets people web3 data jobs with "web3 data degens" and is in general just a really active contributor to the web3 data space. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Opening Keynote: Making Multichain Data Accessible - Blog | Dune [All posts](https://dune.com/blog) OpeningKeynote:MakingMultichainDataAccessible ============================================= Fredrik Haga, CEO & Co-Founder of Dune, kicks off DuneCon2024 with major product announcements and insights on how Dune is making multichain data accessible, empowering data storytellers, and shaping the future of on-chain analytics. ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 2, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune DuneCon 2024 was a dynamic showcase of innovation, celebrating Dune's mission to make crypto data accessible and pushing boundaries in the blockchain space. Over the past year, Dune has expanded from supporting 12 chains to an expected 93 by the end of 2024, including major additions like Stellar and Ronin, the largest gaming chain. The event brimmed with optimism as the team unveiled powerful new features, from multi-chain decoding and AI-driven query tools to expanded data sets like labeled blockchain addresses and industry-leading USD price coverage. Highlights included the introduction of Dune Metrics and the Dune Index, offering clearer insights into blockchain adoption through transaction fees, volumes, and counts. Developers were thrilled by the launch of Echo, a real-time multi-chain platform, and the announcement of Dune's acquisition of SMLXL, setting the stage for even faster, deeper, and more flexible blockchain analytics. The event’s energy and ambition underscored Dune’s leadership in shaping the future of blockchain data accessibility. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Blueprint for Adoption: Paving the Path to a Blockchain World - Blog | Dune [All posts](https://dune.com/blog) BlueprintforAdoption:PavingthePathtoaBlockchainWorld ==================================================== Brandon Kumar (Layer3), Edwin Aoki (PayPal), and Amanda Cassatt (Serotonin) discuss strategies, challenges, and visions for driving blockchain adoption in this engaging #DuneCon2024 panel. -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **#DuneCon2024**, **Brandon Kumar (Layer3)**, **Edwin Aoki (PayPal)**, and **Amanda Cassatt (Serotonin)** tackle the strategies, challenges, and opportunities for achieving mass blockchain adoption in this engaging panel discussion. The panel begins by addressing the evolving role of institutions in blockchain adoption. Edwin highlights PayPal's role in bridging traditional finance and decentralized systems, emphasizing the importance of user choice between self-custody and institutional solutions. Brandon adds that the next decade will likely prioritize profit-driven applications, with less emphasis on asset ownership compared to earlier cycles. Key topics explored include: * **Adoption Drivers**: From trading and speculation to stablecoins and financial inclusion, the panel outlines the diverse entry points for different user segments. They highlight how stablecoins address global payment inefficiencies, offering compelling use cases for businesses and unbanked populations. * **Barriers to Growth**: Regulatory ambiguity, compliance complexities, and entrenched habits in post-industrial markets are identified as significant hurdles. The panel underscores the need for better onboarding experiences and legal clarity to unlock institutional and retail adoption. * **Infrastructure Readiness**: While the consumer-facing blockchain infrastructure is deemed mature, institutional-scale solutions still require significant improvements. The panel notes the growing abstraction of blockchain interactions, with chat interfaces and simplified onboarding flows as pivotal trends. * **Future Opportunities**: The dominance of dollar-denominated assets and stablecoins as gateways to DeFi and broader blockchain usage is expected to persist. Emerging economies, motivated by the need for better financial tools, are identified as key growth regions. The session concludes with a discussion on bridging decentralized and centralized systems, emphasizing the importance of flexibility and user-friendly designs to onboard the next billion users. With practical insights from leading experts, this panel provides a clear blueprint for driving blockchain adoption globally. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Can I kick it? Dune at 5 - Blog | Dune [All posts](https://dune.com/blog) CanIkickit?Duneat5 ================== Building a startup is a walk on the wild side. Survival can’t be taken for granted. ----------------------------------------------------------------------------------- News•September 7, 2023•3 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![Can I kick it? Dune at 5](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9c1d78f833472c8af8c312e0f2bea9bdfc0f097b-1200x675.webp&w=3840&q=75) Can I kick it? Yes, Dune can! Building a startup is a walk on the wild side. Survival can’t be taken for granted. Dune was born September 2018, and today, I’m proud that we are alive and kicking with half a decade in the game. Here are some reflections as Dune turns 5 this week. One of my most cherished possessions is this gold watch. My grandfather was a mechanical engineer fixing printing presses. This watch was a gift he received after working for the same company for more than 50 years - from the ages of 17 to 70! ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fc30f4e4038ef8758e0979cc3fc913e9a304968bf-1200x1600.jpg&w=3840&q=75) This treasured inheritance reminds me not of my love for hip hop with its flashy culture, or that we were paper rich at the height of the bull market. It reminds me of something much deeper, and that’s how long a long time really is. Doing something for a short period of time is easy, but doing something for a long period of time is really hard. Anybody can do something for a year or two. Doing something for multiple decades is an entirely different game. Every cycle, the crypto space gets hyped to the moon and then dragged through the mud. Staying sane and playing the long game throughout these waves is hard, but necessary. If you make short term decisions during the bull market you will pay the price when the hype fades and realize that you’re unprepared. On the other hand, if you fold when times are hard you will not reap the benefits of the next world-changing wave this industry will unlock. One thing I’ve found particularly important is to only work with long term and high integrity people. Across the board with your team, clients, investors and community. I was reminded of the importance of this at a board meeting we had at Union Square Ventures’ office last week. They know that world changing technologies can take a long time to play out, and can remain controversial for a long time. I’m very grateful for having investors that are truly believers and backers, not only through the good times but also the bad. ‍ ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9be66dd8f293d35390e1baa7ad3e13319cd0c731-1600x1200.jpg&w=3840&q=75) The USV office is filled with crypto manifestos and screens with NFTs. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9e4db5610e967720db4922e7424a9184d41f9773-1200x1600.jpg&w=3840&q=75) _My co-founder enjoying the view over Union Square_ When you run a business there’s a lot of talk and thinking around winning. However, there’s a very important prerequisite for winning that often gets overlooked: you’ve got to stay in the game to play the game. If you’re not in the game, you can’t win. I often think about the [Lindy Effect](https://en.wikipedia.org/wiki/Lindy_effect) : the idea that the longer something has existed the longer it is likely to keep existing. Each marginal day one stays alive doesn’t feel like any notable accomplishment when it’s day to day, but over time it really does matter. That Dune is now 5 years old, means we’re more likely to stick around for another 5 years and beyond. That is worthy of celebration. The startup world is fast paced, and the crypto space even more so. A lot happens in a year, so 5 years feel like an eternity. At the same time, we’re only 10% of the way to earning and deserving my grandfather's gold watch. As an industry we’re building a new financial system from the ground up. It’s a massive undertaking that will inevitably take time. Interest rate paradigms, investor interest, regulators and public sentiment will come and go. It’s a fool’s errand to think anything will be an overnight success. But if we keep working hard, one day at a time and stay alive, we will eventually accomplish great things. Being long term is easy to say, but hard to do. Half a decade of making crypto data accessible is a big milestone for Dune, us as founders, the whole team, investors, community, partners and customers. This journey truly is a walk on the wild side but we’re alive and kicking! Here’s to kicking it another 5 years and beyond, happy birthday Dune! /Fredrik ‍ PS. One point to you if you realized that “Can I kick it” is a homage to the legendary Tribe Called Quest song :) PPS. Bonus points if you caught that that song samples Lou Reed’s Walk on the Wild Side ;) Doo do doo do doo do do doo... ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Decoding Contracts - Blog | Dune [All posts](https://dune.com/blog) DecodingContracts ================= Learn how to decode smart contracts on Dune to unlock readable blockchain data, understand proxies and factories, and build powerful queries from decoded tables. ----------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 16, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides a detailed overview of the contract decoding process on Dune, which is essential for working with complex blockchain data. Key points include: 1. **Accessing the Decoding Page**: Users can submit contracts for decoding through the Dune platform. This process is documented in Dune’s official documentation. 2. **Purpose of Decoding**: Decoding contracts simplifies the raw data, which often appears in hexadecimal and requires complex functions to interpret. Decoding makes it easier to work with this data by translating it into more accessible tables. 3. **Submitting a Contract**: Users can submit a contract for decoding by entering the contract address into the submission page. If the contract has already been decoded, they can access the related tables directly. When submitting, users should indicate if the contract is a proxy or a factory, and if it’s a proxy, they should submit the implementation address. 4. **Checking Decoding Status**: Users can monitor the status of their contract submissions under their user settings. Decoding typically takes a full day, after which the tables become available for querying. 5. **Understanding Proxies and Factories**: The video explains how to identify if a contract is a proxy or a factory by checking certain indicators on Etherscan, such as whether a contract has a "read/write proxy" option or if the contract was deployed by another contract. These distinctions are crucial for accurate data decoding. 6. **Querying Decoded Tables**: Once a contract is decoded, users can query the related tables directly. If the data appears incomplete shortly after decoding, it might still be backfilling, and users should allow some time for the process to complete. Overall, the video guides users through the essential steps of submitting and working with decoded contracts on Dune, emphasizing the importance of understanding proxies, factories, and the decoding process to effectively manage and query blockchain data. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # About Dune | Dune Let's make crypto data accessible! ================================== We're busy building a unique product that integrates a cutting-edge data platform, advanced analytics tools, and a thriving creator community within the world of web3. [Contact us](https://dune.com/contact) [Careers](https://dune.com/careers) #### Backed by the best Our mission We're a rapidly expanding team dedicated to crafting a beloved product that embodies the principles of open finance within the data layer. 2018 Founded 50+ Employees $80m Raised ![Dune team photo](https://dune.com/assets/Dune_Team.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) Our story so far... ------------------- 2018 Foundation Fredrik and Mats founded Dune in Oslo. They were cleaning up Ethereum data to one paying customer. After months of hard work, rejections, and no salary, a pre-seed round was raised. 2020 DeFi summer Still only two founders with a big mission: raising a seed round. The bear market turned into DeFi summer, and things were looking up. 2021 Series A and growth Dune hired its first full time employees and started rebuilding the Dune app from scratch. It gained traction in and outside crypto Twitter, securing a Series A, and the team grew rapidly. 2022 Unicorn status Even the founders were surprised, yet Dune secured a Series B, propelling Dune to unicorn status with just 16 employees. Since then, the team has tripled, and Dune hosted its first event in Berlin (DuneCon). 2023 Groundbreaking products The adoption of Dune in the web3 industry continues to grow exponentially. Dune released many groundbreaking products like Dune AI and Data Hub and officially launched its Dune Enterprise solution. 2024 From idea to impact Dune became the place where onchain teams ship insights together. Dune grew its enterprise footprint and invested in reliability and speed so analysts and builders could go from idea to impact faster. 2025 From insights to impact Dune is rolling out connectors so enterprise customers can access Dune's powerful ecosystem through any workflow. DuneCon returns in Buenos Aires, bringing builders, analysts, and partners together to shape the future of onchain data. ### Press [Dune partners with Snowflake to make blockchain data more accessible\ \ ![Dune partners with Snowflake to make blockchain data more accessible](https://dune.com/assets/press/blockworks-logo.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://blockworks.co/news/dune-analytics-blockchain-data-accessibility) [Crypto's leading analytics platform is a tamer of blockchain information.\ \ ![Crypto's leading analytics platform is a tamer of blockchain information.](https://dune.com/assets/press/generalist-logo.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://www.generalist.com/briefing/dune) [How Dune Analytics Became the Most Discussed Blockchain Data Tool\ \ ![How Dune Analytics Became the Most Discussed Blockchain Data Tool](https://dune.com/assets/press/hackernoon-logo.svg?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1)](https://hackernoon.com/analysis-how-dune-analytics-became-the-most-discussed-blockchain-data-tool) One team, one dream --------------------- [Careers](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Contact | Dune Need assistance with Dune or have a question? --------------------------------------------- Whether it's a technical issue or a general inquiry, we're here to help: [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#64171114140b16102400110a014a070b09) Enterprise support? ------------------- [Contact sales](https://dune.com/enterprise#contact-form) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Datashare | Dune Datashare Query onchain data directly in your data warehouse ================================================== Get unprecedented access to the most comprehensive blockchain datasets in crypto. Schedule a Demo Onchain data, in your environment --------------------------------- ### No data plumbing Easily query directly where you do your data work ### Fully customizable Scale and use your own compute, join with your offchain data as you see fit ### White-glove support Our team can find or build the right dataset for you How it works ------------ Data warehouse integration Access Dune data in your own environment with connection to Snowflake, BigQuery, and Databricks in any region. Cross-region replication Data automatically synced across multiple regions for low-latency access wherever you operate. Consolidate data sources Combine onchain and offchain data in your environment. Historical data access Feed historical blockchain data into your apps and workflows, including Solana. ### Use Datashare for #### Get Onchain Trading Intelligence Access comprehensive trading data and market intelligence directly in your analytics environment. 1 1 #### Get Onchain Trading Intelligence Access comprehensive trading data and market intelligence directly in your analytics environment. #### Access Stablecoin Intelligence Track stablecoin flows, usage patterns, and market dynamics across all major protocols. 2 2 #### Access Stablecoin Intelligence Track stablecoin flows, usage patterns, and market dynamics across all major protocols. #### Track Token and Wallet Activity Monitor token movements, wallet behaviors, and transaction patterns in real-time. 3 3 #### Track Token and Wallet Activity Monitor token movements, wallet behaviors, and transaction patterns in real-time. #### Monitor Onchain Product Performance Get detailed insights into how your products perform onchain with comprehensive analytics. 4 4 #### Monitor Onchain Product Performance Get detailed insights into how your products perform onchain with comprehensive analytics. #### Build Onchain Data Products Create powerful data products and applications powered by the most comprehensive onchain datasets. 5 5 #### Build Onchain Data Products Create powerful data products and applications powered by the most comprehensive onchain datasets. Schedule a Demo ### "Dune has by far the largest and most comprehensive dataset on the market" Dan Smith Blockworks ### "Without using Dune your project is blind." Anton Bukov Co-Founder of 1inch ### "We can’t live for more than 5 mins without Dune." Sergi Juanati Head of Analytics at Steakhouse ### Frequently Asked Questions What is Datashare? What data warehouses are supported? Can I combine Dune data with my own data? What kind of support do you provide? Do you provide historical data? How do I get started with Datashare? Start making real impact with onchain data ------------------------------------------ First Name\* Last Name\* Work Email\* Company/Project\* Telegram Handle What brings you to Dune?\*Select...Integrate your chain (for blockchain teams)Stream onchain data to your database (Datashare)Large-scale onchain data for apps or researchSomething else What’s your current focus?\*Select...Actively evaluating vendors nowGathering information / planning for later this yearJust exploring options How can we help?\* Submit Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune's Vision - Blog | Dune [All posts](https://dune.com/blog) Dune'sVision ============ Our mission is to make crypto data accessible. What does the world look like when we get there? Here’s our take. ---------------------------------------------------------------------------------------------------------------- Team•December 13, 2022•3 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![Dune's Vision](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd7c7d23d7a226806d6246fb7625144820c12ed02-1200x675.png&w=3840&q=75) We believe that in the future every business, and every _person_, will rely on blockchains. The internet showed us the power of an open, global system for information sharing. It accelerated human progress faster and wider than the previous closed, top-down systems where corporations, institutions, and governments dictated who could participate. Crypto _extends_ the internet, transforming it from an information system on traditional economic rails into a full-blown native economy. Now anyone can build and interact with value globally. Open infrastructure isn’t the only factor that made the internet so powerful though. Every massive internet success leveraged an equally massive amount of _data_. On the internet, and in the wider world in general, valuable data has traditionally been a closed, tightly gatekept resource. Only insiders with enough money or pull at the right megacorp could access, understand and build with it. Not anymore. Blockchains represent the world’s first _public by default_, ever-expanding datasets. This is a paradigm shift. In Web2, interactions between user and application were a guarded secret. On public blockchains though, every data point drives an _explosion_ of stakeholders and analysts. The interaction is accessible to _anyone_ - builders, users, DAOs, communities, competitors, corporations, regulators, and investors of all shapes and sizes. For the first time we can collaborate and learn with data not only within teams or organizations, but together as a global community. Sharing and collaboration become the default, the starting point rather than an afterthought. You can study how users interact with top DEXes or lending protocols, and build even better versions. You can evaluate the traction of new networks yourself and decide whether to invest money or resources in it. You can get into the nuts and bolts of how entire crypto ecosystems function, and make your own mind up on their value and utility. Open data doesn’t care about your credentials, job, wealth, background or location - _you_ can learn anything you like, and contribute to humanity's knowledge of the on-chain world. If Dune succeeds, the world has a collective homepage for understanding on-chain activity. Instead of falling prey to dubious narratives and hype, the curious can check the chain and make informed decisions based on hard data. We want to give anyone with an internet connection _better_ access to data than the big tech engineers and hedge fund managers of the legacy world could have ever dreamt of. Any insight you need - whether an analysis of traction across a category, a real time balance sheet, user engagement and retention, or a deep risk analysis - will be accessible to anyone with some SQL skill or the motivation to acquire it. We also want to build Dune to be as flexible as possible, so you can create, fork and remix the work of others. Forget the opaque quarterly PDFs, excel sheets and databases inside the walled gardens of institutions. Instead of lurking in the shadows - risks, opportunities, and innovation will be illuminated in Dune dashboards by the light of the Wizard community’s wands. Dune will also make it easy to incorporate data _into_ your applications and workflows without worrying about the underlying infrastructure. When the builders of the world have a public dataset and know how to use it, magic will happen. ‍_Anyone_ will be able to use crypto data. To build a business. To build a product. To join data with on-chain activity. To power an app with AI training data. To distribute rewards to valuable users. To build better risk models. To build alerts & engagement tools for any use case. The possibilities will be endless. No longer will you need to be an insider to launch, gain traction and scale. Creativity will be the only limitation. Dune will let you easily build with and integrate the best data in the world, collectively curated and maintained by thousands of wizards working together. Innovation is driven by a feedback loop between building and learning. When the loop spins faster, human progress accelerates. At Dune we want to make it spin faster by transforming blockchain data from a theoretical possibility to a practical reality. We want to empower analysts and wizards to come together as a super-organism that both fuels and feeds on the growth of the open economy. If we are successful, any curious mind can use Dune to learn, explore and build the future. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Eyes on Asia: Does On-chain Data Reveal the Shift? - Blog | Dune [All posts](https://dune.com/blog) EyesonAsia:DoesOn-chainDataRevealtheShift? ========================================== Daniel Kim (Tiger Research) examines whether on-chain data highlights a growing shift toward Asia, offering key insights and trends at #DuneCon2024. ---------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **DuneCon 2024**, **Daniel Kim** of **Tiger Research** delivered a compelling presentation exploring whether on-chain data signals a growing shift toward Asia's dominance in the Web3 and blockchain space. ### Key Takeaways: 1. **Why Asia Matters:** 2. **Crypto Leadership:**58% of global crypto users are in Asia.Countries like **Japan** and **Korea** rank second and fourth in crypto trading volumes by fiat currency.Asia is home to 51% of global GitHub developers. 3. **Consumer-Centric Digital Culture:** * Asian markets lead in **consumer applications** like payment, healthcare, and super apps, with examples including **WeChat, KakaoTalk**, and **LINE**. * Super apps provide seamless integration of daily activities, making them ideal platforms for Web3 adoption. 4. **On-Chain Data Insights:** 5. **Stablecoins:**Significant growth in local currency-denominated stablecoins across Asia, particularly in Singapore (XSGD) and Indonesia (XIDR).**Smart Contracts:**Asia now matches other regions in Ethereum mainnet smart contract deployment, highlighting increased developer activity. 6. **Behavioral Shifts in DeFi:** * Asian activity on Uniswap has grown steadily, with a noticeable shift from **shark investors** (2020) to **retail investors** (2024). * This indicates increased adoption by everyday users moving from centralized to decentralized exchanges. 7. **Web3 Social Trends:** * Asian languages like Thai, Vietnamese, and Korean are increasingly dominant on platforms like **Forecaster**. * Engagement rates and post volumes from Asian users have surpassed those of North America and Europe since March 2023. 8. **Leverage Asia’s Momentum:** Asia is driving Web3's growth with its unique blend of young demographics, digital adoption, and economic expansion. 9. **Adapt Strategies Locally:** * Asia’s diversity demands tailored approaches for each market. * Work with local partners to navigate cultural nuances and regulatory landscapes. 👉 **Watch this session now** to uncover actionable insights and strategies for tapping into Asia’s thriving Web3 ecosystem! 🚀 ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Execution Through Ownership - Blog | Dune [All posts](https://dune.com/blog) ExecutionThroughOwnership ========================= We believe in efficient execution through clear ownership. Here’s what we mean by that and how we do it at Dune. ---------------------------------------------------------------------------------------------------------------- News•July 14, 2022•4 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![Execution Through Ownership](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F91819d0d0b65d9abc6cf2d6077cc859908767f04-1200x1200.png&w=3840&q=75) These are hard times in the crypto space, and in the startup world broadly. Both funding and traction is harder to obtain than before. That means it’s incredibly important to ensure one executes efficiently with the people you have on the team. Mats and I ran Dune as a two person operation for over 2 years and we did a unicorn round at only 16 employees, so seemingly we’re somewhat efficient executors. We believe in efficient execution through clear ownership. Here’s what we mean by that and how we do it at Dune. In many workplaces there is this cozy idea that the more people you have on a problem the better. Gather the troops around the campfire and bring out the post-it’s: “let’s brainstorm”. Not at Dune. One of our values at Dune is ownership. We always strive to be explicit and make it clear which exact person is responsible for a problem we’re trying to solve. We think this is key to ensure quality of execution, speed and empowerment of each team member. We think bringing in a ton of folks and opinions early in the process of creating something is usually incredibly time consuming and inefficient. Early on there’s a lot of ambiguity and many potentially viable paths one could go down to solve a problem. In general people are pretty good at just having an opinion and saying something when they are asked to do so. That does not mean that the specific insight that comes out is too useful; just look at most conference panels. So one might explore X paths with Y team members and spend Z time on each, while the solution can only be one path. So if you have many potential paths, involve many people and they all spend some time on it; X \* Y \* Z = way too much time spent across the company. Assuming there are many very important problems to solve at all times, we think this is an undesirable use of resources. Instead, once a problem is identified we give a single person full ownership and trust them to run with it. That does not mean that we can’t or won’t work together on many problems, it just means that the responsible person explores the most viable solutions and loops in others when needed for their feedback, pushback or contribution to the project. Once a clear proposal is formed others can give feedback and scrutinize the proposal. It’s way easier to work efficiently as a group when there’s something specific to discuss. In our equation above the potential solutions (X) are reduced to only the most viable ones and the number of team members (Y) can likely be reduced as you have a better sense of who can give useful feedback. Since there’s a more specific thing to discuss, time per team member (Z) will also go down, or at least be concentrated on viable solutions. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9687d5726a492a58ffb0bc7891e1e6bd408cee14-1074x876.png&w=3840&q=75) The fewer people involved early, the faster the execution. If you’re confident that you have the right solution you can go far alone. If you are not, you can loop in others earlier. There can be many reasons for looping in people earlier or later. For more ambiguous and complicated projects asking for feedback when you are only 30% done could make sense. For projects that are more defined and easier to solve, maybe one person can define an 80% solution before it’s shared or even execute entirely on their own. A more junior team member might bring in others earlier, while a more senior will go further alone. Maybe there are a lot of dependencies and that means you need to involve more people early. The key here is that we trust the owner of each problem to loop people in when they are the most useful. This does not mean that people won’t be working together as a team. It just means whenever many people are involved we’re ensuring that what is asked from them is clear, and their time is well spent. You’re not being asked to just “say something”, you are asked to review specific parts of a specific proposal for a specific reason. At Dune the way we usually go about the above process for bigger efforts is via written design documents in Google Docs. Problems to be solved typically arise from company OKRs or user requests. After we’ve defined a problem to be solved the owner lays out the scope of the document, the relevant background information, proposed solutions and tradeoffs made. Whenever the owner deems it relevant the other team members can comment and give feedback and approval in the document. There are usually no meetings needed to do this. It’s all living in docs where one can discuss and decide asynchronously. The process can take one iteration in a day or several months depending on the complexity of the problem at hand. Previously in my career I’ve seen a lot of “work” being done, but when there was a lack of speed and quality of execution there was only endless spider mans pointing fingers in all other directions. No-one dared to say “you are going to be responsible here and own this”. While being an assigned owner can be a bit intimidating it’s also incredibly empowering and liberating for each team member. When someone is responsible they have the freedom to move forward and responsibility to create lasting solutions. What better feeling than knowing that this is _my responsibility_? I can pull on my prefered superhero suit, roll up my sleeves and have the power and ability to make this happen faster and better than anyone thought was possible, lfg! 🫡 [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # We've raised a $69,420,000 Series B led by Coatue - Blog | Dune [All posts](https://dune.com/blog) We'veraiseda$69,420,000SeriesBledbyCoatue ========================================= We’re excited to announce that we’ve raised $69,420,000 in a Series B round led by Coatue to realize our mission of making crypto data accessible. -------------------------------------------------------------------------------------------------------------------------------------------------- News•February 2, 2022•3 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![We've raised a $69,420,000 Series B led by Coatue](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd3ace343bc91eb4733e0bb932e5f4d87bbeda622-2000x1125.png&w=3840&q=75) We’re excited to announce that we’ve raised $69 420 000 in a Series B round led by Coatue to realize our mission of making crypto data accessible. With this new funding we will educate, reward and empower a new generation of web3 data analysts aka Dune Wizards. _We reached unicorn status at only 16 employees and are growing quickly so if you want to have one of the highest impact jobs on the planet:_ [dune.xyz/careers](https://dune.xyz/careers) Blockchains are globally shared public backends where thousands of apps and millions of transactions create an ocean of data every day. As more and more financial activity moves to crypto, structuring and providing insights into this open data represents an opportunity that is many times bigger than any data business or product the world has seen to date. Some say Dune could become “as big as TradFi data tools”, but we think open blockchain data is a much bigger opportunity than siloed and paywalled data tools from the past. The revolution will not be reported quarterly. There’s a ton of insights in crypto data, but without skilled and incentivized analysts coupled with great tooling this information will remain hidden beneath the surface. With this financing we’re doubling down on our mission to make crypto data accessible and are committed to bringing a million Dune Wizards to web3. There are mainly three ways in which we will do this: **Educate** - With Dune anyone can access blockchain data for free. But that’s only step one, truly valuable insights come when you can dissect that data. As blockchains keep scaling to new users and use cases there’s going to be an ever increasing need for understanding the data. With this new funding we’ll invest heavily in educational resources to ensure that _anyone_ can learn the valuable skills needed to analyze blockchain data, even users without technical backgrounds. **Reward** - Historically, user generated content has not been rewarded, but this time it’s different. There are already many individuals and groups getting paid for their Dune creations. While we have no plans to issue a token, we’ll embrace the web3 toolkit to ensure that Wizards adding value to the community will get paid accordingly, as they should. With the open data opportunity at hand we’re convinced that many Dune Wizards will earn more than Wall Street analysts have done previously, all the while also having way more fun. **Empower** - We will make Dune the most convenient and powerful data tool on the planet. A completely new Dune query engine will soon be live. It will dramatically speed up query execution time, allow us to support all major blockchains, and let Wizards analyze across all of them _in one single query_. Users will be able to bring their own data, both public and private, into Dune. Our application will support more features for teams and become even more collaborative. Last but not least we’ll ship one of our most requested features ever: the Dune API! This massive new product will change the crypto data stack forever, creating a living, breathing and performant community-driven API to enable boundary-less research, building, tinkering, trading and beyond. Crypto prices go up and down, and for the first two years of Dune’s existence prices were down. We kept building with high pace and conviction for the community regardless. This financing will allow us to build out the Dune team, product and community aggressively to make crypto data accessible, even through a sustained bear market. Oh and yes to make all of this happen we are hiring big time. We’ve reached unicorn status at only 16 employees, so if you want to have one of the highest impact jobs on the planet come join our rapidly growing team of galaxy brains: [dune.com/careers](https://dune.xyz/careers) If you want to start your crypto data journey and become a Dune Wizard today join our [Discord](https://discord.com/invite/ErrzwBz) and check out all the educational material in our [docs](https://docs.dune.xyz/) . Dune Wizards are in high demand, and no prior knowledge or coding experience is required. The data must flow. /Dune Founders Fredrik and Mats [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Acquires smlXL to Strengthen Real-Time Blockchain Data Capabilities - Blog | Dune [All posts](https://dune.com/blog) DuneAcquiressmlXLtoStrengthenReal-TimeBlockchainDataCapabilities ================================================================ We’re thrilled to welcome smlXL to the Dune family -------------------------------------------------- News•November 11, 2024•2 min read data dune-api dune-team real-time-data scaling-solution ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Dune Acquires smlXL to Strengthen Real-Time Blockchain Data Capabilities](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F7104fd5b11e3cc3cc95772a910657e0639c80b90-1200x675.png&w=3840&q=75) At Dune, our mission is to make blockchain data accessible and actionable for everyone. Today, we’re excited to announce the acquisition of [smlXL](https://smlxl.io/) , a company at the forefront of real-time blockchain data simulation and analysis. This move marks a significant step forward in our efforts to provide developers with faster, deeper, and more flexible access to on-chain data. Why smlXL? ---------- Founded in 2021 by Dor Levi, smlXL has developed tools that enable real-time blockchain transaction simulation. Their flagship product, [sim Studio](http://sim.io/) , allows developers to simulate and replay transactions in real time, offering unparalleled insights into blockchain activity. smlXL also built a proprietary Ethereum node, **iEVM**, which leverages a unique data format to deliver rapid, detailed blockchain data. With smlXL’s technology, Dune will enhance its real-time data infrastructure, providing developers with even more robust tools for querying, analyzing, and leveraging blockchain data. > “ > > “smlXL has built a game-changing new way of getting flexible real-time data from the EVM. Together we will make it 10x easier for developers to build with onchain data” said Fredrik Haga, Co-founder & CEO of Dune. > “ > > "We're thrilled to join Dune. Our shared mission of making blockchain data more accessible creates a perfect match. Together, we're building the definitive destination for all blockchain data needs." — Dor Levi, CEO & Founder at smlXL What This Means for Developers ------------------------------ With smlXL’s integration, Dune will be able to offer: * [Real-Time API](https://community.dune.com/blog/introducing-echo-dunes-new-multichain-real-time-developer-platform) **Enhancements**: Faster access to blockchain data, enabling developers to build and improve applications more efficiently. * **Multichain Support**: Seamless access to data across multiple blockchains, expanding the scope and utility of Dune’s platform. * **Scalable Solutions**: New tools to handle large-scale data needs, whether for querying, simulation, or analytics. This acquisition accelerates Dune’s ability to support developers in building data-driven applications that push the boundaries of what’s possible in the blockchain space. We’re thrilled to welcome smlXL to the Dune family and look forward to building the future of blockchain data together. For more details on smlXL and their products, visit [sim.io](https://sim.io/) . Learn about [Echo](https://dune.com/blog/introducing-echo-dunes-new-multichain-real-time-developer-platform) , Dune’s new multichain real-time developer platform. Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Exploring and Contributing to Spellbook (Curated Tables) - Blog | Dune [All posts](https://dune.com/blog) ExploringandContributingtoSpellbook(CuratedTables) ================================================== Master Dune’s Spellbook to build, explore, and contribute to curated blockchain datasets — the foundation for advanced Web3 data modeling and analytics. -------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 16, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides a comprehensive overview of Spellbook, Dune's community-driven DBT (Data Build Tool) platform used for managing and building data models, specifically curated datasets like Dex trades and other blockchain-related data. ### Key Points: 1. **Introduction to Spellbook**: * Spellbook is the platform where curated data like Dex trades, lending labels, and addresses are managed. * It utilizes DBT, which helps manage the execution and lineage of tables or queries, organizing them into a directed acyclic graph (DAG) to show dependencies. 2. **Understanding Lineage**: * Lineage in Spellbook shows how different tables are connected and built from one another. * The video explains how to navigate and understand these lineages, using the example of Dex trades, and how data flows from raw tables to more refined datasets. 3. **Navigating and Searching in Spellbook**: * Users can search and navigate through different models, macros, and sub-projects within Spellbook to understand how data is structured and connected. * The video walks through examples of how to find specific tables, understand their lineage, and trace back to their source models. 4. **Contributing to Spellbook**: * The video demonstrates how to set up a local environment for Spellbook, contribute by fixing bugs or adding new tables, and navigate the PR (Pull Request) process. * It shows a practical example of identifying an issue with a table (missing revenue data for a rollup), locating the source of the problem, and submitting a fix. 5. **Collaborating and Staying Updated**: * Users are encouraged to report issues, request new features, or contribute to discussions within Spellbook. * The video highlights the importance of collaboration and how staying engaged with the latest changes in Spellbook can rapidly enhance a user’s expertise in the field. 6. **Becoming an Expert**: * By diving deep into Spellbook, users can quickly advance to becoming top experts in data engineering and analysis within the Dune ecosystem. * The video concludes by encouraging users to explore and contribute, positioning Spellbook as the foundational layer beneath the more visible aspects of Dune’s data infrastructure. Overall, the video aims to empower users to navigate, understand, and contribute to Spellbook, enhancing their skills in managing and building complex data models within the Dune ecosystem. ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Meet the team: Alanna - Blog | Dune [All posts](https://dune.com/blog) Meettheteam:Alanna ================== A Senior Product Designer’s journey from studying human behavior to crafting cutting-edge blockchain tools—blending creativity, data, and teamwork at Dune! ----------------------------------------------------------------------------------------------------------------------------------------------------------- Team•March 28, 2025•3 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Meet the team: Alanna](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fbc5c4a91e517ae04345cfc72aa42dc8a70a5b619-1200x675.png&w=3840&q=75) Tell us about what you do at Dune? ---------------------------------- I’m a product designer at Dune. More specifically, I joined with the rest of the smlXL team following the acquisition in January. At smlXL, we built some really powerful tools to help developers create real-time products using on-chain data. Now, I’m focused on figuring out how to integrate what we built at smlXL into Dune’s mission of making crypto data accessible — and the design questions that come with that have been super interesting. It’s an exciting time to be working on design at Dune! Since we’re fully remote, my mornings are usually filled with brainstorming sessions with the design team on larger initiatives, syncing with engineering on a product we’re building, or conducting user research. Thankfully, we’re not overloaded with meetings, so I usually have plenty of time in the afternoons for focused design work. How did you get into design? ---------------------------- When I started college, I was convinced I wanted to be a psychologist (spoiler: I was very wrong). What I really enjoyed was learning about human behavior and figuring out how people think. That eventually led me to design — the perfect blend of human behavior, creativity, technical complexity, and business acumen. Once I found it, I was hooked. I started my career at IBM’s iX design studio, consulting for large government agencies. That’s where I realized I was drawn to data-heavy, system design products and complex people problems. Eventually, this led me to Chainalysis, my first experience in the blockchain space. I was drawn to the scale and ambiguity of the problems they were solving, especially around using crowdsourced data to help investigators solve cases more efficiently. Funny enough, I worked closely with Hannah Curtis there — and now we get to work together again at Dune! After Chainalysis, I joined smlXL as the founding product designer. The technical complexity of what we were building was equal parts intimidating and exciting, but enabling others to build products they wouldn’t have been able to create otherwise was incredibly rewarding. Now, being part of the Dune team and helping merge two amazing products has been an incredible experience. What has been your most memorable Dune moment? ---------------------------------------------- Definitely Dunecon in Thailand this past year. Before the smlXL team officially joined Dune, we flew to Bangkok to meet everyone and take part in Dunecon. There was this incredible energy as the two teams got to know each other while also pulling off an amazing event. I was blown away by how welcoming the Dune team was and how aligned we all were in terms of values — it made me feel really confident about joining. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F8608a67617c7a317d8c81f98c49ad2c7c2e2714f-600x800.jpg&w=3840&q=75) From our offsite in Paris, a group of us climbed the Eiffel Tower (yes- we did the stairs, not the elevator!) ‍What does getting to the heart of it mean to you in practice? -------------------------------------------------------------- At early-stage companies working on complex and ambitious problems, communication is everything. To me, getting to the heart of it means facing challenging problems head-on as a team — breaking them down together and working through them openly. What I really value about Dune is the shared sense of humility and curiosity — it makes those tough conversations easier and leads to better outcomes and stronger relationships. ‍ Connect with Alanna:[‍](https://alannafischer.com/) ---------------------------------------------------- [alannafischer.com](https://alannafischer.com/) [LinkedIn](https://www.linkedin.com/in/alannafischer/) Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Meet the team: Beccy Ingram - Blog | Dune [All posts](https://dune.com/blog) Meettheteam:BeccyIngram ======================= Discover what it’s like to lead People at Dune— from building a unique culture to creating meaningful connections every day. ---------------------------------------------------------------------------------------------------------------------------- Team•July 4, 2024•3 min read careers-at-dune ![@Beccy Ingram](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fba8d7310a464e0afaf3f1e6f00b833aa25b86fe6-400x400.jpg&w=96&q=75) [Beccy Ingram](https://www.linkedin.com/in/rebecca-eve-ingram/) People at Dune ![Meet the team: Beccy Ingram](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F20882e467af222050abfa2656cdcd03118664481-1200x675.webp&w=3840&q=75) Tell us about what you do at Dune / what a typical day looks like? ------------------------------------------------------------------ I am on the Dune People team! I suppose more accurately, I lead the people team. In reality I work in partnership with my wonderful teammate Tahnee who manages our people operations. We lead all the people processes including (but not limited to!) hiring the best talent into Dune and giving them a great experience here from day one, building an epic, high performing team, creating meaningful moments for team connectedness and nurturing a pretty unique culture here at Dune. Most days, Tahnee and I are designing and implementing people processes, initiatives and content from scratch which is interesting, exciting and challenging in equal measure. How did you get into People? ---------------------------- It chose me! Whichever role I have had in the past, whether that was in operations or as Chief of Staff, I naturally focussed on the people element (the most important?!). I pushed against moving into People formally for a while, purely because of the stigma around “HR.” It's often viewed as a slow and bureaucratic area of business and I wanted to be more strategic, move fast and have impact. Thankfully that view has changed and I have had the pleasure of holding People roles where I have made a difference - whether that's in terms of scaling or creating important foundations for businesses to thrive. What has been your most memorable Dune moment and why? ------------------------------------------------------ So many, but it has to be the first irl offsite i attended in Italy where i met the team in person for the first time. Walking up to the Tuscan villa we rented for the week and seeing the entire team sat in the sunshine, enjoying eachothers company, was a special moment. We had recently doubled in size, so there was this real sense of excitement as people eagerly got to know each other. After 4 days together, the trip cemented for me something I already knew, which was that Dune hires special people (smart but humble) who were incredibly passionate about our mission. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F720875f2dfa8f1a6eaf021a78e0ecb2b19529f4d-1182x665.jpg&w=3840&q=75) ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F0ed72e10b75b4348ddbcb18c9990a5dc6ca9f67e-1600x1200.jpg&w=3840&q=75) What do you love most about Dune? --------------------------------- I love the understanding and acceptance that no one person knows the answer every time (especially when you are pushing boundaries and building something unique). Our mission is ambitious, and what we are building is complex. Most of us are embarking on new challenges every day where we need to work out what needs to be done for the first time. Hire smart, inquisitive people who have the confidence to say ‘i don't know the answer, but let me figure it out’ and it's amazing what people can achieve. What does (Embrace the rollercoaster) mean to you in practice? -------------------------------------------------------------- Change is inevitable, especially at a series B company. The highs can be exhilarating but managing the inevitable bumps, pivots, or sometimes even blocks to delivering our strategy can be disappointing and tiring. It’s certainly not for everyone so it's important to be clear on what it means. To me it means working on your resilience; on the ability to say when something isn't working, to learn and to move on. Oh and when the highs happen, celebrate HARD! Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # APIs & Connectors | Dune APIs & Connectors Programmatic access to crypto's most trusted data ================================================= Access Dune's powerful data engine directly in your stack via API. [Get an API key](https://dune.com/apis) Any onchain data, in any environment ------------------------------------ ### Query programatically Bring onchain data programatically into your workflow ### Connect to your tools Work directly from your favorite BI tool like HEX, Metabase, Looker++ ### Create and transform data Run dbt directly on DuneSQL. Integrate onchain data into any workflow ---------------------------------------- MCP Ready Connect Dune's analytics to AI agents and automation with natural language access via the Model Control Protocol. Sync REST API Convert any query into a live API endpoint for seamless data integration. Serverless Querying Scale cross-chain analytics instantly with zero infrastructure management. Onchain data Access 1+ PB of indexed multi-chain data, enriched with your own for unmatched intelligence. ### Use APIs & Connectors for #### Programmatic Analytics Drive data-driven decisions and automate workflows with analytics built directly on onchain data. 1 1 #### Programmatic Analytics Drive data-driven decisions and automate workflows with analytics built directly on onchain data. #### Protocol Engagement Data Track how users interact with protocols to measure adoption, retention, and growth. 2 2 #### Protocol Engagement Data Track how users interact with protocols to measure adoption, retention, and growth. #### Continuous Product Monitoring Get up-to-date visibility into usage, performance, and onchain behavior. 3 3 #### Continuous Product Monitoring Get up-to-date visibility into usage, performance, and onchain behavior. #### Powering Data Products Fuel dashboards, apps, and insights directly with programmable onchain data. 4 4 #### Powering Data Products Fuel dashboards, apps, and insights directly with programmable onchain data. #### Automated Alerts Get notified when your queries detect changes in critical metrics, anomalies, or market shifts. 5 5 #### Automated Alerts Get notified when your queries detect changes in critical metrics, anomalies, or market shifts. #### Onchain Accounting Simplify financial tracking and reporting with verifiable, transparent blockchain data. 6 6 #### Onchain Accounting Simplify financial tracking and reporting with verifiable, transparent blockchain data. [View Documentation](https://docs.dune.com/api-reference/overview/introduction) ### "The Dune API answers every question in our dev channel and replaced 130+ random APIs our team was using for various needs" Danning Sui Data Scientist at Flashbots ### "Dune API makes integration and automation of on-chain data infrastructure almost effortless! An excellent interface for analytics, accounting, monitoring and so much more..." Ben Smith CoW Protocol ### "Dune's API has helped us to quickly iterate on discovering and analyzing onchain data sets. It makes the access convenient and complements our technical infrastructure." The Moonblock team ### Frequently Asked Questions What is the Dune Analytics API and who is it for? What is the dbt Connector and who is it for? How do I turn a Dune query into an API endpoint? What kind of data can I access with the API? Can I use the API for scheduled monitoring and alerts? How does programmatic analytics work with Dune? What programming languages or tools can I use with the API? How is usage billed? Start building with powerful analytics -------------------------------------- [Get API key](https://dune.com/apis) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Catalyst | Dune For chains Distribute. Connect. Grow. ========================== Empower your community and build trust with the industry's best data tool. Schedule an intro call 5M+ Users 550K+ Analysts 100+ Chains live 24/7 Support Catalyst Turn your data into insight --------------------------- Unlock the value of your chain by making it accessible, useful, and trusted. ### Analyze and share chain activity ### Provide investor and user transparency ### Attract top projects and developers ### "From RWAs to AMMs, builders can now track the XRPL pulse. Huge credit to Dune for making onchain data accessible." Luke Judges Director at Ripple ### "Sui data on Dune lets anyone explore the ecosystem with unprecedented onchain transparency and detail." Christian Thompson Managing Director, Sui Foundation ### "Dune's data provides transparency for the whole Solana ecosystem." Anatoly Yakovenko Co-founder at Solana Everything you need to amplify your chain ----------------------------------------- Integrate your data into Dune Import, decode, query and store your chain data in one human-readable, organized Web3 warehouse. Enterprise-grade SLAs and storage 24/7 support via Slack Full historical data Distribute to 5M+ users and developers Prep, package, and deliver data to the world's top app developers, analysts, investors, and media platforms. Delivered to our network via Dune.com Potential to share to apps via Sim Grow with co-marketing Dune will work with you from launch to maturity, promoting your chain to millions of viewers across channels. Connect with talented data analysts Educate your data community Onboard your top projects and protocols ### How Catalyst works #### Get onboarded Become part of Dune in under 60 days. #### Get onboarded Become part of Dune in under 60 days. #### Integrate data Stream and store realtime blockchain data securely in Dune. #### Integrate data Stream and store realtime blockchain data securely in Dune. #### Transform into insight Unpack raw data into decoded tables and curated cross-chain tables. #### Transform into insight Unpack raw data into decoded tables and curated cross-chain tables. #### Distribute widely Explore and monitor 60K+ decoded contracts out of the box. #### Distribute widely Explore and monitor 60K+ decoded contracts out of the box. Integration Options ------------------- EVM Prep, package, and deliver data to the world's top app developers, analysts, investors, and media platforms. Connect with talented data analysts Leverage EVM decoding and key spellbook tables Onboard your top projects and protocols Non-EVM Available for any Non-EVM chains eager to highlight metrics and provide transparency at the chain level or for your projects and protocols. Data: Raw 60-90 day launch Enterprise features included Start making real impact with onchain data ------------------------------------------ First Name\* Last Name\* Work Email\* Company/Project\* Telegram Handle What brings you to Dune?\*Select...Integrate your chain (for blockchain teams)Stream onchain data to your database (Datashare)Large-scale onchain data for apps or researchSomething else What’s your current focus?\*Select...Actively evaluating vendors nowGathering information / planning for later this yearJust exploring options How can we help?\* Submit Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # How we think about paid products - Blog | Dune [All posts](https://dune.com/blog) Howwethinkaboutpaidproducts =========================== Over the next few weeks we’re going to roll out several new paid plans to make Dune even more powerful for those that need it. ------------------------------------------------------------------------------------------------------------------------------ News•November 11, 2022•4 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![How we think about paid products](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5c513a5c055f6ff014e385936c12e302b997429f-1200x675.jpg&w=3840&q=75) Dear Dune community, Over the next few weeks we’re going to roll out several new paid plans to make Dune even more powerful for those that need it. There is, and will continue to be, a powerful free tier. We’ll have several tiers so that you can find a plan that fits your needs and wallet. Before it all goes live I wanted to share with you some of the principles we use when it comes to these changes. First, for the avoidance of doubt: **the core Dune product experience will remain free as it always has been.** Not only that, it will rapidly become better and better over time. Our mission is to make crypto data accessible and that means we want to keep having a very powerful free user experience. To achieve this for the long-term, we of course need a sustainable business model. ### Why? Our focus at Dune is to turn crypto data access from a theoretical possibility to a practical reality. In our effort to do that we take on some serious infrastructure bills for the whole community. We are employing some of the world's very best engineers and investing deeply in creating the most powerful crypto data experience on the planet. Not to mention all of the educational resources and support we put out so anyone can become a wizard. All of this costs a lot of money and naturally means we also need to make some money in the long term. ### Why now? We have always had a paid component of Dune, but for the vast majority of our time so far we have not focused on it. We have instead focused on scaling through crazy growth and building out several important pieces of infrastructure to create a better experience for the community. It’s always been the plan to build out a new paid offering to meet our power users needs when we had the right technical foundation in place. So when we are now launching new paid products it’s not because of the market, our investors pushing us or because we are running out of cash. In fact, we have always stayed very lean and still have the vast majority of funds raised in the bank. Dune is not going anywhere. We are launching new paid plans now because our community continues to need more from the data, and we now have the right technical foundation to meet these needs. You want more from your Dune experience, and we are excited to be able to offer this. ### The principles we use for monetizing #### Free When you build in public, Dune is free to use. That’s because by building in public you’re helping to make crypto data accessible. Others can build on your queries and learn from them. You’re helping to educate the world. You can query and visualize a ton of blockchain data as much as you want. You can work with the cleanest datasets in the game. You can collaborate with the community, easily share your work, get clout and awesome opportunities. #### Paid If you don’t want to contribute to the community knowledge you can keep your work to yourself and then we charge you. Also if you want to do something that is more costly from an infrastructure standpoint, we will charge you. In practice that means we’re charging for: * Take your content private which doesn't benefit the community * Export data and create value for yourself outside of the community. For instance if you use data export for trading, proprietary research or to build a business. * Run on heavier infrastructure to have queries execute faster These are the main ways in which we monetize and we think it’s a fair approach: you can use powerful tools for free if you also contribute to the public collective understanding of blockchain data,, or you will pay a bit for the service you use. Over the next few weeks, we’ll be launching new paid plans according to the above principles. Power users that want more from Dune can look forward to more performance, better team collaboration in private or public, the highly anticipated API access and more! This is the first time in years that we’ve made changes to the Dune paid products and we’re excited for you to check it out. Over the next few months, we will also be adding a lot more functionality to _both_ free and paid tiers. We’re excited about the new paid plans but are also aware that one rarely gets everything right out of the gate so if you have any questions or feedback please reach out in our discord or email [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#cdbeaca1a8be8da9b8a3a8e3aea2a0) . We’ll keep doing our very best to make something useful and valuable for you. Thank you for being part of the Dune community. The data must flow! /Fredrik Dune CEO & Co-Founder Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Investigate Addresses with Labels - Now Live on V2! - Blog | Dune [All posts](https://dune.com/blog) InvestigateAddresseswithLabels\-NowLiveonV2! ============================================ Wallet addresses are about to get a whole lot more interesting! --------------------------------------------------------------- Research•October 19, 2022•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Investigate Addresses with Labels - Now Live on V2!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52264c0fdee01c3e758cc32124893f0528c39051-1200x675.jpg&w=3840&q=75) Address Labels are Live on V2 ----------------------------- ‍ Have you ever looked at a list of addresses on Dune, and thought - so what? ‍ Who is behind these random hexadecimal encoded strings? What’s their story? Are they noobs or pros? _Why should I care?_ ‍ ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa49aa2631e206fac37e2fb0aaf170d4086fcd779-675x378.png&w=3840&q=75) ‍ If so, we have some _great news_ for you…… ‍ ### We’ve added Labels and ENS support in Dune v2! ‍ Those 0x strings are about to take on a new meaning as Wizards unlock the secrets behind them, analyzing on-chain behavior on a much deeper level. So, what’s the deal? ‍ Traditionally when you query, any field referring to an on-chain actor will return their raw address. This is good and all, but it leaves the identity _behind_ that address a mystery. ‍ Who are they? Are they part of a DAO? Which airdrops did they receive? Are they a hacker? A Miner? A top NFT trader? ‍ That was then though. _Now,_ you can use the **get\_labels()** function on any address to learn about its history in far greater detail. ‍ Currently, we have 18 label categories live: ‍ * _safe_ * _mev_ * _airdrop_ * _ofac\_sanction_ * _multisig_ * _arbitrage\_traders_ * _cex_ * _bridge_ * _validators_ * _hackers_ * _flashbots_ * _contracts_ * _ENS_ * _funds_ * _Rollup_ * _nft_ * _tornado\_cash_ * _A top 1% NFT trader by $ volume_ * _A user of Looksrare, Foundation, Superrare, Opensea_ * _Their ENS name_ * _An $OP airdrop recipient_ * Complementing your dashboards with extra context about addresses (by calling get\_ens or get\_labels on raw address columns) * Joining your raw address columns to the label dataset of their interest, adding more depth to their analysis and answering completely new questions * Contributing to our rapidly growing set of labels with your own original research ‍ This was a real community effort. ‍ We built the structure for a new [set of spells](https://github.com/duneanalytics/spellbook/tree/main/models/labels) for assigning labels to addresses based on the history of that address. We created a couple of examples, before our amazing community took over and contributed over a dozen new label sets in under a week. Yes, they’re that good. ‍ When you use any of our label datasets, you’ll probably be relying on the work of one of our contributors – you can check who built it in the contributor column and raise a glass to them! ‍ Interested in contributing your own set of labels? you can head over to [our github repo](https://github.com/duneanalytics/spellbook/) and work on getting your own merged. You can read more about labels, and spells in general, in our [spellbook docs.](https://spellbook-docs.dune.com/#!/model/model.spellbook.labels_all) ‍ We believe that the most powerful aspect of Dune is our amazing community and the datasets that we’ve built together. This is another great example of this partnership. ‍ Labels will open up a whole new dimension for Wizards and the crypto community to slice and dice data, solve problems, and get answers to important questions. They also provide another avenue for gigabrains in our community to contribute to the most powerful blockchain analytics toolkit in the world, and the crypto industry as a whole. ‍ As always, we can’t wait to see what you build……. ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Introducing Spellbook - Blog | Dune [All posts](https://dune.com/blog) IntroducingSpellbook ==================== New level unlocked! Today, we’re excited to announce Spellbook, a new shared foundation for crypto analytics. ------------------------------------------------------------------------------------------------------------- News•July 21, 2022•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Introducing Spellbook](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fcdb6dbaa9c6ea49b3975252924587eb726b9c3df-1200x675.jpg&w=3840&q=75) **New level unlocked!** Today, we’re excited to announce Spellbook, a new shared foundation for crypto analytics. Spellbook brings all the best practices of analytics engineering from the web2 world, for the public-by-default data of web3. Read on to learn more and discover how to contribute today. A Brief History of Abstractions ------------------------------- On January 31, 2020, we launched the abstractions Github repo. We wanted to build a place for wizards to create reusable views and tables, rather than copy & paste them between queries (ouch!). Since then, we’ve had over three hundred contributors and nearly 1k commits. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fc5b354c9187c41c6ba0ab0de4112b4fe1ed42946-1600x169.png&w=3840&q=75) Abstractions are some of the most queried tables on Dune. That makes creating them one of the highest leverage things a wizard can do, and we wanted to make that experience better. Spellbook --------- Spellbook is a retooling of our existing [abstractions](https://github.com/duneanalytics/abstractions) repo, with a first-in-class open-source analytics engineering tool called **dbt,** or data build tool. [dbt-core](https://docs.getdbt.com/docs/introduction) is an open-source framework that injects more classical software engineering practices into writing SQL, using the Jinja template language. Why we’re hyped on dbt: ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F8ab5b4a3a672ff376641bc45bfedc24228540240-1472x352.png&w=3840&q=75) Here’s how it works… Abstractions, henceforth **models** in dbt-speak or **spells** in dune-speak, can be materialized into views and tables - with refinements like incrementally-loaded tables, date-partitioned tables. These can all be compiled into SQL and run on dune.com. No more contributing code that you can’t test without our help. You can write **data integrity tests** to spot and prevent any issues in our abstractions. These can check for unique primary keys, non-null values, accepted values, and relational integrity, all with a single line in a YAML file. Finally, using dbt we can automatically track the **dependencies** between all models, rather than deploying them manually. This guarantees that all models are deployed in the correct order. All in all, this will enable us to reliably scale Spellbook to thousands of spells, without bottlenecks or data quality issues. Why this Matters ---------------- Nowadays, developers have many opportunities to contribute to open source projects. This shared foundation of re-usable libraries has collectively saved us millions (billions?) of hours. But the same isn’t true for analytics or data science. Until recently, “open source data analytics” hasn’t really been a thing, because all the interesting data is locked up in corporations. We believe you shouldn’t need to “FAANG it” to access the world’s data, or be on the same “Okta group” to collaborate on it. With Spellbook, we’re bringing the collaborative model of open source software, to data science and analytics, made possible by the public-by-default data in web3. If you’re an analyst or data scientist tired of the same old Titanic or digit recognition datasets or Kaggle competitions - come help us build the future! Get Started Today ----------------- We hope you are as excited as we are about this new tool! Spellbook is now live and we welcome new contributors. You can learn how to [cast a spell](https://docs.dune.com/dune-engine-v2-beta/abstractions-in-dunev2/how-to-contribute-a-spell) , browse our auto-generated [spellbook documentation](https://spellbook-docs.dune.com/#!/overview/spellbook) or join the conversation on [#spellbook](https://discord.com/channels/757637422384283659/999683200563564655) . The data must flow! Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? 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[Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Monitor Your Onchain Product's Performance | Dune Protocol Adoption Monitor your onchain product's performance ========================================== [Access Data](https://dune.com/contact) Track adoption across your ecosystem ------------------------------------ Comprehensive blockchain insights for every onchain product, without building infrastructure ### Protocol Teams Track adoption, liquidity, and user behavior across chains ### Wallet & dApp Providers Understand how users engage with your app and the broader ecosystem ### L2s & Appchains Track ecosystem growth, developer adoption, and user migration What You Can Achieve -------------------- Protocol Performance Tracking Track borrower activity, liquidity flows, and protocol usage patterns like Aave monitors lending markets across chains User Engagement Analytics Monitor swap usage, transaction patterns, and wallet behavior like MetaMask tracks user interactions with DeFi protocols Ecosystem Growth Metrics Track active wallets, dApp deployments, and developer adoption like Base monitors its growing ecosystem Cross-Chain Insights Monitor your product's performance across multiple chains and compare adoption metrics in one unified view ### Who This Is For #### Protocol Teams DeFi protocols, DAOs, and onchain applications tracking user adoption and protocol health #### Protocol Teams DeFi protocols, DAOs, and onchain applications tracking user adoption and protocol health #### Wallet Providers Digital wallet teams monitoring user behavior and transaction patterns #### Wallet Providers Digital wallet teams monitoring user behavior and transaction patterns #### dApp Developers Application teams tracking engagement metrics and user flows #### dApp Developers Application teams tracking engagement metrics and user flows #### L2 & Appchain Teams Layer 2 solutions and application-specific chains monitoring ecosystem growth #### L2 & Appchain Teams Layer 2 solutions and application-specific chains monitoring ecosystem growth #### Data Scientists Teams building predictive models and analyzing user behavior patterns #### Data Scientists Teams building predictive models and analyzing user behavior patterns #### Data Engineers Engineers building data pipelines and analytics infrastructure #### Data Engineers Engineers building data pipelines and analytics infrastructure #### Product Teams Organizations requiring comprehensive analytics without building infrastructure #### Product Teams Organizations requiring comprehensive analytics without building infrastructure Monitor Onchain Product Performance ----------------------------------- [Get started](https://dune.com/contact) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Launches New Blockchain Data Sharing Solution for Enterprises on Snowflake Marketplace - Blog | Dune [All posts](https://dune.com/blog) DuneLaunchesNewBlockchainDataSharingSolutionforEnterprisesonSnowflakeMarketplace ================================================================================ Access Dune's entire curated data directly into your own environment. --------------------------------------------------------------------- News•February 27, 2024•2 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![@Mats Olsen](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff6fc3d29e0b012fb86082c9258f2420dba6974c1-800x800.jpg&w=96&q=75) [Mats Olsen](https://www.linkedin.com/in/mewwts/) Co-founder & CTO at Dune ![Dune Launches New Blockchain Data Sharing Solution for Enterprises on Snowflake Marketplace](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F09cb36c0ea4f85ecf628f261a462ff79546e0570-1200x675.webp&w=3840&q=75) [Dune](https://dune.com/home) is the leading crypto data platform trusted by tens of thousands of leading companies and projects. Today we announced the launch of **Dune Datashare** to provide seamless access to Dune’s entire curated crypto data directly on [Snowflake Marketplace](https://app.snowflake.com/marketplace/providers/GZSVZMYSCO/Dune) . Since our inception 6 years ago, Dune has been dedicated to democratizing access to crypto data. Our datasets, renowned as the gold standard within the industry, are trusted by data analysts worldwide. Over time, Dune has grown into a platform empowering world-leading data teams, Fortune 500 companies, and government organizations. With the launch of Dune Datashare, Dune and Snowflake are working together to simplify access to unparalleled blockchain data, delivering it straight to our joint customers’ doorstep. **An ocean of public blockchain data exists, but it’s practically inaccessible** The irony lies in that while blockchain data is publicly available, accessing and interpreting it proves to be a challenging endeavor. The journey to reliable, cross-chain crypto data is long, complex, and expensive, particularly compounded by the expanding multitude of chains. Dune solves this major issue by offering effortless access to meticulously curated data seamlessly integrated into an organization's infrastructure via Snowflake Marketplace. > “ > > “_Our commitment to excellence in providing top-tier crypto data has earned Dune the trust of the entire industry. As the leading blockchain data platform, we're thrilled to introduce our latest product, Dune Datashare, which empowers enterprises to access any data table seamlessly. With just one click, they can integrate this invaluable resource into their own data warehouse and workflow._ ” said **Fredrik Haga**, Co-Founder & CEO of [Dune](https://dune.com/home) > . > “ > > **Kieran Kennedy**, Head of [Snowflake Marketplace](https://app.snowflake.com/marketplace) > , stated, "_We're thrilled to collaborate with Dune to empower joint customers with seamless access to trusted crypto data through Secure Data Sharing in Snowflake Marketplace. This partnership amplifies our commitment to mobilize the world's data and drive innovation, by giving enterprises the power to unlock new capabilities all within the Data Cloud._ " **Access the most trusted crypto data directly in your environment** You can now access over 1.5 million datasets directly on Snowflake Marketplace, including raw blockchain data, human-readable smart contract data, protocol, and cross-chain data from Arbitrum, Avalanche, Base, Binance, Bitcoin, Ethereum, Fantom, Optimism, Polygon, Scroll, Solana, Zora, zkSync, and many other EVM or non-EVM chains. Venture capital firms, institutional investors, media companies, regulatory agencies, gaming projects, blockchain foundations, and virtually any organization utilizing crypto data rely on Dune to drive their businesses, applications, or research endeavors. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5b75f94fe47d5cd7551c213910899055aefdc793-1424x1268.webp&w=3840&q=75) **Dune Datashare is available today** If you want to learn more about Dune Datashare or talk directly to our blockchain data team, please visit [dune.com/enterprise](https://dune.com/enterprise) . _The Data Must Flow_ [Explore Datashare](https://dune.com/datashare) [Query onchain data directly in your data warehouse\ \ Explore Datashare](https://dune.com/datashare) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Query onchain data directly in your data warehouse -------------------------------------------------- [Datashare](https://dune.com/datashare) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # 2023 - A Challenging Vintage - Blog | Dune [All posts](https://dune.com/blog) 2023\-AChallengingVintage ========================= Dune Co-Founder and CEO reflects on navigating hardships and making pivotal decisions in a year marked by introspection and adaptation. --------------------------------------------------------------------------------------------------------------------------------------- News•December 22, 2023•3 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![2023 - A Challenging Vintage](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff60288816f2adf21c83e554913b0183c2ade8663-1200x675.webp&w=3840&q=75) **Reflections on the past year** This year, we are recovering from the FTX scandal, navigating persistent macro headwinds, and coming down from the massive hype of 2021. Simultaneously, the cryptocurrency industry is still searching for its killer use cases. To borrow lingo from the world of wine: 2023 has been a challenging vintage. In fact, we founded Dune over 5 years ago, and 2023 has been the hardest year to date - for the industry, for me as a founder, and for Dune as a company. After the 2017 ICO mania, we started Dune in 2018, when crypto was mostly disregarded and uninteresting. In many ways the sentiment was similar to these days, but with some major differences. Working in crypto in 2018 and 2023 is similar because, during both periods, it was “not cool”. While some risk-hungry ICO gamblers lost some money post-2017, working in crypto in 2018 felt like working on an under-hyped movement with a lot of potential and little money. 2021 took the scale of capital, hype, promises, and reach of crypto to crazy heights. Coming crashing down from that at the end of 2022 with the poster child of the industry revealed as a massive fraud was undoubtedly more painful. In many ways, it felt like our industry over-promised the world. In 2018 we were playing pure offense, in 2023, we were playing catch up to the expectations. I’m not gonna lie (as opposed to SBF). Personally, this is the year I’ve had to dig the deepest to find motivation to keep going. The amount of noise, short-term thinking, and bad actors in crypto has been really discouraging. Especially since these are the folks and events that dominate headlines and engagement - so one is over-exposed to all the bad apples, and for your mind, as Daniel Kahneman has pointed out: what you see is all there is. The pain notwithstanding, I'm a big believer in tough times serving as a useful forcing function to make difficult decisions. At Dune, we’ve made several painful but important transitions this year. While we fortunately haven’t had to do any big layoff, we've gone from 60 to 45 people throughout the year. These types of changes are never easy or fun. We changed our pricing plans from seats and product-based to usage-based with unlimited collaboration and flexible access to all our products. We’ve migrated to our very own query engine DuneSQL - an absurdly ambitious undertaking including a complex migration of 10s of thousands of queries. All in pursuit of giving you the world's best crypto data querying experience. While the year has been a rollercoaster on many fronts, one of our company [values](https://www.notion.so/Values-7efdcec2298a4913aaef8067b25820df) is: Embrace The Rollercoaster. I’m proud that our team has done just that. We’ve kept shipping at a high pace and have made countless improvements across the product, including faster querying, team functionality, new blockchains, data uploads, materialized views, private query views, query scheduling, DuneAI, and folders. Just this week, we wrapped up the year with unwrapping slack/email/webhook alerts, up to 25x cheaper data exports, and more. 2023 has been a challenging vintage, but some pruning is healthy for the ecosystem. These days I feel an incredible momentum, in the industry, inside Dune, and within the Dune community broadly. I can’t wait to keep making crypto data accessible together with you all in 2024. Happy holidays to the whole Dune community, it’s a privilege to be working with you all! _Fredrik_ _Dune Co-Founder and CEO_ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 015 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest015 ============= Research•June 20, 2025•3 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 015](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fbf8ec089ae95be4bbc5ac09de394c919f5cb0353-1200x675.png&w=3840&q=75) [Fluid Surges with $55B Volume](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWq5np7ZYMDVN3Y7mDfTb03jW7qxXbD5y3H_qN6klYX03qn9gW7Y8-PT6lZ3pVW8lJB8f3Jj2CHN5Hr469tz4SrW6zRf5B83WRptW4nF5yN3VHWWNW2fhhmB8bm_mQW80bKqF6WSKkVW7TP-Xs3W9lwQW4dT1Dq4vfP-3W8Zxz_T201HncW1vC6Tc3nM7SfW33HdR88KjJs6VqJqfP8jf9FWW52PLS95WP1-lW4qXskc3JqmCRW6sRy581YGycRW1Sgcqv4kh9VjW2dgMcR6dB7x7Vclqh31TtH_VW4h6FSK5SJ_PHW3HV15z47YGFgN4cfwMM6P6QyW7tCM3j9fkNQHW56HHx25tkLllW9jCRVG7vsW4FW4d3mTm8xQkVKN237Gl8D43lpf4vkQcP04) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- According to a new dashboard by Entropy Advisors, Fluid has surged in 2025, also following the launch of DEX v2 on April 25, **surpassing $55B in cumulative volume**, with **$15.88M** in fees and **$729M in active liquidity**. Most volume comes from Ethereum, while _Arbitrum leads in capital efficiency_, driving ~20% of trades with far less liquidity. Base and Polygon are smaller but gaining traction. **Over 70% of volume involves stablecoins**, ~20% is ETH-based, and CoW Protocol is now one of the top interfaces routing trades to Fluid. ![Fluid DEX Volume by Blockchain](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F7b21b2b078d9f71ea1e2fe16a859b843b9eed8cd-1120x605.jpg&w=3840&q=75) [Death.Fun, Abstract, and the Rise of GambleFi](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWq5np7ZYMDVN3Y7mDfTb03jW7qxXbD5y3H_qN6klYX03qn9gW7Y8-PT6lZ3kYW8mPCBL6Gh3ntW1gdm0P2WfgsRW1BqjtK8K4j9JVY-R3c8_nDRnW8Md5YS6Q2gPcW87g3YP1B_76qW1GRnBm8kjX_1W1WZ4_L6dkR9wVTjQkP76Hr4YW13NpBk96dWj5W4mCRKS4_t7dWW5hjftl5Mx1bLW2zPtzx1JZ4FvW58c2K78zJZ9SW7tDQqj3ZP7dPW8qW8lz3SYhh3W67-K-B2R7_CgV78nkL4SSGyqW5S0JTY1_31C9W8p6mKq2MBQ-qN3JV6hCdZZxFW9jFsht8J1zJDW7Y1YLC4s1rQ1VhPh5g44QV5jW7frsQL41PKSFVJz90J7dMdnmf2DLPW004) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Launched on May 28, Death.Fun has quickly become the leading app on Abstract, topping charts for both transactions and fees. The gameplay is simple but addictive: place a bet, pick tiles to dodge hidden death traps, and either cash out safely or risk it all for greater rewards. Even losses earn Death Points, keeping users engaged round after round. Since launch, **over 8,500 users** have placed more than **10,000 ETH in cumulative bets**. Death.Fun’s explosive growth, alongside other sticky GambleFi hits like Gacha, reinforces _Abstract’s emerging role as a launchpad for viral, high-retention consumer apps in crypto_. ![Bet Amount ($ETH)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F43697c072d3f3c5950134eaaefaf3fe2cbc2c32a-1120x695.png&w=3840&q=75) [1inch Crosses 187M Swaps, BNB Volume Explodes](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWq5np7ZYMDVN3Y7mDfTb03jW7qxXbD5y3H_qN6klYWK3qn9gW7lCdLW6lZ3pzW67h7xk4M74fGN4gNzXD7XLhXW1Bw1354XTrqxW1KLD4f8Y9k8LW6Mr_fF3-D2rtW2z976s3ykWf3N6myJMzBp7XSW1Rhjvz38g199W5WkrrX420TxyW4SbkgV8R58bsW1vSfQB7NXcKMW71l26K6HR16bW5QsDqS4JyrdTW2Cvs8K3_4m6GW8PDKQq5L777MW1r84bw4-JMQrN87DGqvgDQwpW2jTYNc1-BNZgN3p0RXVvK1tSW9gPRpW2h4xgfW93LFP6986486VhT_6y9k5-9MW9d_DKQ4vtDb0N1mnWN-J1fPHf1x7Cw604) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- 1inch has seen a sharp surge in activity over the past two months, with **$54B in volume**, **1.1M users**, and **30M swaps** in just the past 30 days. That’s double the monthly volume and 4x the swap count compared to earlier this year. May and June each recorded over $30B+ in volume and 20M+ swaps, up from a ~$15B and ~5M monthly baseline. Historically, **1inch has routed over $692B in total volume across 187M swaps and 24M users**. Ethereum leads with $477B in volume, followed by BNB Chain with $105B. However, BNB flipped Ethereum in the past 30 days, generating $46B in volume, a 456% increase month-over-month. With _recent expansions to Solana and Sonic_, and the rollout of a new [Pathfinder algorithm](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWq5np7ZYMDVN3Y7mDfTb03jW7qxXbD5y3H_qN6klYXj3qn9gW8wLKSR6lZ3pmW8HrQbR1_klpkW3x5wsk7b4r7vW6ldD7z2WGxkqW5mHQJn3TJPK-N4R4_5HYKfTlVkFCR38z71-zW8t4DP317R8x1W615n-W7MnYStW27yw3r29JTJhV52XLN7q9yqkW5m61TT6Hpkp6W2Q4GNC3__KPWW6YYbmH8vSxZfW35Ns0458ptgJW6NFxxP7QXg_2W3NZY8y6Tb4jbW8Gtq8y6C11MXV_KsBj1-KWGxW8FN6bJ38RCy2N7cn9hH9DzKXN5T8hxjd0LmZW7jKqMD5N4cwgN4jvWFT-TJdlW4Pyzc16bZkxRV7B2102k-nN9W5pHTcL4xZ1rsW3rtPGV7rCYXXW35-gpt4jwGgJdPgLNT04) delivering better swap routes, 1inch continues to grow as one of the most critical routing layers across both L1s and L2s. ![💰 Volume_ newbies_returned](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F78c353ad9a72e0ddf760d6629af13602ff90f086-1120x587.jpg&w=3840&q=75) [Ink Activity Surges Ahead of Token Launch](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWq5np7ZYMDVN3Y7mDfTb03jW7qxXbD5y3H_qN6klYX03qn9gW7Y8-PT6lZ3q6W7XZ5jq5Sb4WzVsbSbf5-JdHqN7RWjWQXkVf6N98fgF8dZ5FWW8SyWzZ4Vg-8wW77FGvk32Yrk2N4Bw9YbmgqWwVknSxv4gnxC3Ck6_3sgDkW1PbFnh12bwvKW2Lq_-41NMR7fW98CNf_6LPN64W2wSDG_5RMckVW2QsrQy2N8Gy5Vh5qdg20Vk9TW2s1lN75S8YX4W6cl8-n27kj84W8lLWmR84qMt-W5Kzs8w4qbby9W3310Fg25-mYcW4bGLmW5JqhvVW56kHxV4c3fRsW3L10YD5gX7-rN5myvhcL9L2hW43GQL_3Gl7s1W749bv38x9lr_f3F9Sc204) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On June 17, the Ink Foundation announced the upcoming launch of $INK, a fixed-supply token designed to coordinate users, protocols, and builders across the ecosystem. Its first use case will be a native Aave-powered liquidity protocol with airdrop incentives. While governance of the L2 remains with the Optimism Superchain, $INK will serve as the incentive layer for Ink’s growing DeFi stack. The token launch comes amid a sharp rise in activity, with **daily transactions surpassing 500K**, and **active contracts more than doubling since May** to a peak of 6,500 on June 18. Ink is a DeFi-native Layer 2 for capital coordination at scale. ![Chart (9)-1](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fcc634598dba9288f3594b4e26320e4dc842723b0-1120x718.jpg&w=3840&q=75) [Viction Gains Momentum with 3x Users and $2M TVL](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWq5np7ZYMDVN3Y7mDfTb03jW7qxXbD5y3H_qN6klYX03qn9gW7Y8-PT6lZ3mKW2jG_Hk8DM7x8W3STpF98Z0QKGN4R_Yt1gYRD7W1SVHdK1CVMSMW7FrfGV7pJwFYW1tt7wc6ZHG95N3RLpyFPsnVdW1wdY_-5c3XCqW18KWcF40XLmNW7BzbCF8rQTk8W5v2LKR6GJnr9W423FRD6yNM__W9g5LmD2nnYhbW2xq_C57TMxQvMZqyyPQfFQkW3gvBmq277yWKW4X5Ld33LZgD_W18qWD346HLj1W4rFHrX60Zv_DW2QD2B_9cdZjpW6Q_kJb4bj0fmVQP_T76xndWPW8cHfPt7fFS3xVLtZCN3dlLrnVbgJQT70tYpwW7Cwkr74gS21Vf3WysZ604) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Viction is a people-centric, EVM-compatible Layer-1 offering zero-gas transactions, enhanced security, and modular app chains via its World Wide Chain architecture. Onchain activity has surged in recent months, with **daily active addresses rising from ~10K in March to over 30K**, transactions increasing from 450K to 550K, and **TVL jumping from $400K in January to over $2M by May**. This growth follows key developments, including SafePal’s native wallet support and the passage of VIP #4, which upgraded validator incentives and cross-chain functionality. As the World Wide Chain expands, Viction becomes a launchpad for community-driven innovation, where usability, interoperability, and modular design converge to unlock the next wave of decentralized applications. ![Chart (11)-1](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Faf3b4c4d0d420921a045165a856ac0ebc652e8a4-1120x728.jpg&w=3840&q=75) ‍ Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Introducing "Mint Moment" – Capture and Collect Data Insights as NFTs - Blog | Dune [All posts](https://dune.com/blog) Introducing"MintMoment"–CaptureandCollectDataInsightsasNFTs =========================================================== Mint Moment is a new feature that allows you to mint data visualizations as NFTs -------------------------------------------------------------------------------- News•August 19, 2024•4 min read data ![@Arnaud Simeray](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ffa348f19b468070d0ee164af44149700e27e9d50-800x800.webp&w=96&q=75) [Arnaud Simeray](https://x.com/Arnno39) Go-To-Market Lead at Dune ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Introducing "Mint Moment" – Capture and Collect Data Insights as NFTs](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F0bc07ba79adeacc3b08318422ba375a85b53b3ef-1200x699.png&w=3840&q=75) What is the “Mint Moment” Initiative? ------------------------------------- We’re excited to announce the launch of the "Mint Moment" initiative at Dune, a new feature that allows you to mint data visualizations as NFTs, capturing significant moments in onchain data. This initiative, in collaboration with [Base](https://www.base.org/) and [Zora](https://zora.co/) , is designed to reward onchain creators and analysts, providing them with new revenue streams while enabling you to own and trade pieces of crypto history. ‍ Whether you’re a data enthusiast or just looking to support your favorite creators, Mint Moment offers a unique way to engage with the onchain world. > “ > > “Onchain data is living, breathing, and always updating, but certain moments in time represent something special. With Dune's new Mint Moment functionality, anyone can forever capture and collect the data of the moment while also paying their gratitude to the creators behind the insight.” Fredrik Haga, CEO and Cofounder of Dune. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fba354a1ad2bac64c95c2f6fd9520fffde46271bb-1200x608.webp&w=3840&q=75) > “ > > "We are thrilled to partner with Dune on the Mint Moment initiative. This project not only empowers onchain creators by offering them new revenue streams but also brings the excitement of [Onchain Summer](https://www.base.org/onchainsummer) > to a broader audience. It's an innovative way to celebrate and monetize the valuable insights that drive our industry forward." – Jesse Pollak, Creator of [Base](https://www.base.org/) > . For Creators: How to Get Involved --------------------------------- ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F94833ce7910c7c9a3e360d83a2ba51706a72e74c-1200x608.webp&w=3840&q=75) ### Adding Your Wallet To participate in Mint Moment, creators need to have a wallet connected to their Dune account. Your wallet address is the key to receiving rewards from the NFTs minted from your charts. If you’re working in a team, the team can add a shared wallet as well, ensuring everyone involved gets rewarded. * **What happens if you don’t connect your wallet?** If your wallet isn’t connected, your charts won’t be eligible for minting. It’s essential to ensure your wallet is linked so we know who to payout. We’ve also now added wallet support for teams. * **Already connected?** If you’ve already connected your wallet, all proceeds from mints will automatically transfer into the Zora Rewards contract where you can claim them at any time. * **Don’t want to participate?** If you’ve connected a wallet but prefer not to join the reward program, you have the option to opt-out. ### Earnings from Mints For each mint of your chart, you’ll receive 0.000333ETH. The more mints your chart receives, the more you earn. This direct support from the community not only rewards your hard work but also encourages the continued creation and sharing/distribution of valuable insights. For Minters: Why You Should Mint -------------------------------- ### Support Your Favorite Creator By minting charts as NFTs, you’re directly supporting the creators behind the data. There’s no limit to how many single/total charts you can mint, so feel free to collect as many as you like. Each mint contributes to the creator’s earnings, rewarding them for their contribution to the community. ### Own a Piece of History When you mint a chart, you’re capturing an important moment in onchain history. Whether it’s a significant milestone like Base hitting 500M in transaction volume or a unique visualization that resonates with you, these NFTs can be treasured as part of your digital collection or traded on various platforms. How to Mint a Chart as an NFT ----------------------------- Minting a chart on Dune is a simple and rewarding process. Here’s how you can get started: **1\. Explore Charts**: Browse through the various charts and data visualizations available on Dune. Once you find a chart you want to mint, click on it to view the details. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F01a59938ef19fed710d2dc8f856004ed82327e30-1200x608.webp&w=3840&q=75) **2\. Connect Your Wallet**: Ensure that your wallet is connected to Dune. This wallet will be used to store your newly minted NFT. If you don’t have a wallet connected, you’ll be prompted to do so before proceeding. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ffe0d5a36720116930a8c8c3b6bd270297ad2a5c9-1200x608.webp&w=3840&q=75) **3\. Mint the Chart**: Once your wallet is connected, you’ll see the option to mint the chart as an NFT. Click on the "Mint" button and confirm the transaction in your wallet. The process will require a small gas fee on top of the Zora mint fee (.000777ETH), so make sure you have enough ETH to cover it. **4\. View Your NFT**: After the transaction is confirmed, your newly minted NFT will appear in your wallet. You can view it, trade it on Zora or other NFT marketplaces, or simply hold onto it as part of your digital collection. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fda21abbb5b6f7a4a117a209d4f292f8bfbecf26d-1200x608.webp&w=3840&q=75) More information about Mint Dashboard, please visit our [Docs](https://docs.dune.com/web-app/dashboard-minting) . Onchain Summer Exclusive NFT ---------------------------- To celebrate the launch of Mint Moment, we’re dropping [a special NFT edition](https://zora.co/collect/base:0xdc6b3687d5d9ada19faad9e782e3ece41e1da7ba/1) that is only available during Onchain Summer 2024. It’s a one-time opportunity to kick off your minting journey with Dune, and this NFT is only available until August 26th. > “ > > "We are excited to partner with Dune on the Mint Moment initiative. This integration further expands the definition of a Zora creator and empowers developers, analysts, and Dune Wizards to capture value from their insights while building onchain brands. We look forward to the milestones and memories that Dune's community brings onchain through Mint Moment." – Dee Goens, CoFounder of Zora. Happy Minting! Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # A Primer on L2 (ft. MSilb7) | Dune Arcana #4 - Blog | Dune [All posts](https://dune.com/blog) APrimeronL2(ft.MSilb7)|DuneArcana#4 =================================== "L2s (Arbitrum & Optimism) account for 30-40% of all transactions on Ethereum, but consume only 2% of the total gas..." That is one of the trends mentioned by Tomasz Tungas in his talk at DuneCon regarding The State of Web3 in 2022. This week we explain what Layer 2 is with on-chain data. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•November 17, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune "L2s (Arbitrum & Optimism) account for 30-40% of all transactions on Ethereum, but consume only 2% of the total gas..." That is one of the trends mentioned by Tomasz Tungas in his talk at DuneCon regarding The State of Web3 in 2022. This week we explain what Layer 2 is with on-chain data. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? 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[Explore dashboards](https://dune.com/discover/content/trending) If it's onchain, it's on Dune ----------------------------- Understand what's happening beneath the surface on your favorite protocol and chain ### Analyze Query any data from any chain ### Visualize Create rich visual dashboards ### Share Collaborate with a community of millions Unlock the possibilities of onchain data ---------------------------------------- Query any onchain data Enjoy serverless access to query all onchain data, in one place. Model data flexibly Use materialized views and schedules to build data pipelines. Speed up with advanced AI tools Use our AI tools to analyze with natural language, or generate, edit and debug queries in Dune's query editor. Distribute across the industry Share insights with your team and publish to millions across the crypto ecosystem. ### Use Analytics Hub to #### Track essential metrics For DeFi, NFTs, and projects or tokens at a granular level. #### Track essential metrics For DeFi, NFTs, and projects or tokens at a granular level. #### View full historical data Query any onchain data with a serverless, zero-infrastructure setup. #### View full historical data Query any onchain data with a serverless, zero-infrastructure setup. #### Discover X-chain tables Explore, monitor, and simulate 60K+ decoded contracts out of the box. #### Discover X-chain tables Explore, monitor, and simulate 60K+ decoded contracts out of the box. #### Access 60K decoded contracts Explore, monitor, and simulate 60K+ decoded contracts out of the box. #### Access 60K decoded contracts Explore, monitor, and simulate 60K+ decoded contracts out of the box. #### Query 100+ chains Access 100+ chains including EVM, Solana and more. #### Query 100+ chains Access 100+ chains including EVM, Solana and more. #### Act fast Discover trends before any news outlet has reported on them. #### Act fast Discover trends before any news outlet has reported on them. ### "Dune has by far the largest and most comprehensive dataset on the market" Daniel Smith Data at Blockworks ### "Dune is the ultimate tool for the entire investment journey, from sourcing, to diligence, and beyond." 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Brand values Empathy Integrity Magic Sim Logos --------- Download the Sim brand logos for use on [sim.dune.com](https://sim.dune.com/) and related marketing materials. [Download logos](https://drive.google.com/uc?export=download&id=16xB404XJOlXe3Gvg9QtKatGc7bRbDKv6) Social Headers -------------- Add some Dune flair to your Twitter (X) and LinkedIn profile pages! [Download set](https://drive.google.com/uc?export=download&id=1gpnimzdcNFhF0GmlzHY5Aqi1gBXtdlwi) ![Social Headers](https://dune.com/_next/image?url=%2Fassets%2Fbrand-assets%2FDune_Banner.webp&w=3840&q=75&dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) API Badge --------- This badge is used to promote Dune in applications that are powered by Dune API data. [Download badge](https://drive.google.com/uc?export=download&id=1D4D8CcYyLfKNc5mDsETDAS6jt4lLmJE_) Chain Badge ----------- Use this badge to indicate that your chain or protocol is officially supported on Dune. 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[Access video](https://dby10v016ygc2zna.public.blob.vercel-storage.com/Dune_Logo.mp4) Contents Contents Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Wand and Debug, new LLM powered tools - Blog | Dune [All posts](https://dune.com/blog) DuneWandandDebug,newLLMpoweredtools =================================== Create, edit, and debug your queries faster ------------------------------------------- Guide•August 3, 2023•3 min read ai llm ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Dune Wand and Debug, new LLM powered tools](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F6d089bec50e6e07f062247aa69eb090665e67c60-1200x675.png&w=3840&q=75) AI-written movie scripts? Never. AI-written queries? Yes, please. The joy and beauty of a good movie script comes from the unique insights and experiences of the writer, not from the writer’s prowess at the keyboard. Data-driven decisions don’t come from knowing SQL minutia but from incisive questions from curious people. We understand that data analysts often face challenges when writing queries, hindering their ability to focus on what really drives value and we want to change that. At Dune, we are committed to unleashing the full power of Language Model-based Learning (LLM) to make crypto data accessible to all. Our goal is to empower our users to delve into what matters most, abstracting away the tedious aspects of their work. To achieve this vision, we are thrilled to announce the launch of three LLM-powered products: **Create Wand, Edit Wand, and Debug**. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fdf9865bc347e04d117d5db3bab8af0424dba4372-1386x776.png&w=3840&q=75) ### 1\. Create Wand: Unleash the Potential of Natural Language Queries Like Aphrodite being born of sea foam, your SQL query will emerge fully formed and ready to deliver insights. Just kidding. ‍ This is our most ambitious LLM product: generating an entire query from a natural language prompt. You will be happy (or sad) to know that you are not being completely replaced by robots. This product is most useful for creating queries and getting over the hump of a blank query editor. With the Create Wand, we aim to streamline the query writing process, by simplifying the initial stages of query development, analysts can swiftly get to the heart of their questions and accelerate the exploration of valuable insights. For each natural language question, we’ll search for the most semantically similar examples from our library of Dune-specific [few shots](https://www.promptingguide.ai/techniques/fewshot) , include all table schemas for prompted tables, and auto-debug any incorrect syntax generated by the LLM. This is a product that we intend to continuously improve as we learn more about how wizards write prompts and build the most accessible blockchain natural language querying engine. Here is an example of the Create Wand in action: ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F143f152e0b684fe74700f98acd9de3280d94b463-708x378.gif&w=3840&q=75) ### 2\. Edit Wand: Refine Your Queries with Natural Language Precision Did you know there is a hidden painting under the [Mona Lisa](https://www.bbc.com/news/entertainment-arts-35031997) ? Just like [France’s most famous painting](https://www.youtube.com/watch?v=0D3NN6M_DYk) , even your most bespoke queries might need some editing. The Edit Wand allows you to take an existing query (bootstrapped or bespoke) and write an edit prompt to modify it. For a lot of data work, the difficulty is finding the right tables and fields to filter on. After that, defining the summary statistics, window functions, or reformatting with CTEs is not a particularly rewarding process. Why not focus on getting the core logic of the data you want to analyze and let an LLM define the CROSS JOIN conditions for you? See our [docs](https://dune.com/docs/app/wand-llm/#wand-edit) for some inspiration on how to use the feature. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fad2ac258999bd86f2508d7c6c3fdcd1a30aa6ab8-1280x720.gif&w=3840&q=75) ### 3\. Debug: Syntax Error Resolution **‍** AI-written jokes? Not even once. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fb305af9318009093b908c31eeda55965ad80b165-1424x554.png&w=3840&q=75) ‍ Syntax errors are the worst, especially when you are learning a new dialect. That’s why we’ve launched a feature that automatically debugs your query. We soft-launched this feature a few weeks ago, and we’re consistently fixing ~90% of syntax errors submitted. Never again stare at your screen again searching for a missing comma. Here's Debug in action: ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe9c97415ccfdb0faffa55cb2d2d8f8b367c2ab2d-664x404.gif&w=3840&q=75) ### In Beta We're excited to be making progress towards our [LLM roadmap that we announced back in March](https://dune.com/blog/llm-roadmap) . As an experimental phase, we are excited to offer these three LLM features— Wand Create, Wand Edit, and Debug to our community. Your input is valuable to us. We invite you to provide us with your [feedback, suggestions, and any issues](https://feedback.dune.com/wand-feedback) you encounter. Your insights will help us fine-tune and optimize the tools. LFG to making crypto data accessible. ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Levelling Frameworks - Blog | Dune [All posts](https://dune.com/blog) LevellingFrameworks =================== How we develop talent and support career growth at Dune ------------------------------------------------------- Team•February 7, 2023•3 min read ![@Beccy Ingram](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fba8d7310a464e0afaf3f1e6f00b833aa25b86fe6-400x400.jpg&w=96&q=75) [Beccy Ingram](https://www.linkedin.com/in/rebecca-eve-ingram/) People at Dune ![Levelling Frameworks](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F40fe762bd04f53809d40a5ea36d1e17af7a20c06-1200x675.webp&w=3840&q=75) At the point I joined [Dune](https://www.dune.com/) , we were 20 people. Less than a year later and we are now ~60 people, across 20+ countries. Some meaningful growth, that stirred up some meaningful challenges! Something we wanted (needed) pretty quickly, was data. We launched Dune’s engagement survey to understand how people were feeling. Delving into the comments, some clear themes became apparent. The team were asking: * _What is expected of me day to day?_ * _What progression is there for me at Dune?_ * _Why am I paid what I’m paid?_ * **Give clarity and set expectations for us all:** A career framework defines the required competencies and behaviours for each level. This helps provide clarity on what is expected of us all in our current roles. * **Provide the foundations for meaningful career progression**: Enabling career progression is key to engage and retain our team. A framework by level can demonstrate career paths by defining what is required at the _next_ level as well as showing what strong performance looks like in the current role. * **Enable fair evaluation of performance and promotion:** Defined levels mean we can assess people fairly and promote people based on the same criteria. It’s critical for removing subjectivity and bias — key for D&I and to our value of [integrity](https://www.notion.so/Values-and-working-at-Dune-7efdcec2298a4913aaef8067b25820df) . * **Allow more transparency around pay** and helps answer “why am I paid this”? Role + level + [Dune’s compensation philosophy](https://duneanalytics.notion.site/Careers-at-Dune-Doing-the-best-work-of-your-life-f25e0b5e1f624d2aaf3ef2c81558ea96) = your pay. * **Speed, yes you shouldn’t rush it:**Speed, yes you shouldn’t rush it:_Speed, yes you shouldn’t rush it: We rushed a little as we had promised the team a pay review (and felt it was important to follow through with what we promised). The consequence was excess pressure on the leaders (the content writers) and not enough time given to the team to review the framework before they were levelled. This was a mistake._ * **Start with a company wide view.** Start with a company wide view. _Start with a company wide view. We dived right into functional career frameworks; which means we have good definitions and expectations set by function, but we have no overarching framework sharing a common set of competencies companywide. E.g. We don’t have a shared view on how people are expected to communicate across the business for example. Important in a fully remote org._ * **Language matters.** Language matters. _Language matters. We got the most feedback in this area. It is hard defining ‘entry’ or ‘junior’ roles without inadvertently describing them as less important than the other levels (which of course isn’t correct). We changed the language we used but I’m sure we still haven’t got it right._ ### 6\. Levelling the team The controversial bit. We approached this by asking both the manager and function leader (i.e. our CTO for engineering & product) to separately level each individual, based on the framework. When there was a disagreement, we got together to align. To calibrate against teams we shared the initial company-wide levelling with each manager and gave them the chance to challenge each other. There were a handful of cases where we made adjustments based on these challenges — an essential step for equity across teams. Frameworks create clarity, and force meaningful discussion around expectations. They can unearth potential unspoken misalignment between manager and individual. If the framework is written effectively then it should _force_ these difficult conversations. I would say this was probably the hardest part of the process - we are talking about people’s careers after all! Sharing the framework in advance, asking for feedback and explaining it was the first version seemed to help. We combined the levelling conversations with pay discussions, with the aim that each person would have both clarity on their level, the associated expectation and what that means in terms of their compensation by the end of the process. _📎 Dune’s Career Frameworks (imperfect and still being iterated on but I hope helpful for some of you) : 👉_[Engineering](https://duneanalytics.notion.site/Engineering-Career-Framework-V1-4dc34a7a6310431280f249ad7e1d3f15) _👉_[Product](https://duneanalytics.notion.site/PM-Career-Framework-V1-cc5e9a5475bc48d3a6c78b304495e444) _👉_[Community](https://duneanalytics.notion.site/Community-Career-path-V1-643e186c964941ff9339e690618cfcc5) _👉_[People](https://duneanalytics.notion.site/People-Career-Framework-b9a649a3e9ca46798c769d80a23816a4) We haven’t finished and have a way to go. We have the V1 frameworks on Notion, the team are levelled and now have pay reflective of that level. However, we are far from done. We need to embed the frameworks into our performance and recruitment processes, we need to create more alignment across functions and we need leadership frameworks - some good projects for 2023! 💭 Thoughts and feedback really _very_ welcome. Please share [here](https://forms.gle/Qz3W8ghMe7zwrfEH9) Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Solana data is now LIVE on Dune! - Blog | Dune [All posts](https://dune.com/blog) SolanadataisnowLIVEonDune! ========================== We’ve been working hard on this with the Solana team for months. The insane speed and throughput of the Solana chain presented some challenging problems to solve - but it was all worth it. -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- News•February 16, 2022•2 min read [Solanasolana](https://dune.com/blockchains/solana) ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Solana data is now LIVE on Dune!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fafece76c566bd5b9efbcfedbf1d458dff2358485-1400x787.webp&w=3840&q=75) Solana has exploded onto the crypto scene since launching in early 2020. The high-speed, high-throughput, proof of stake chain is known for its lightning fast transactions, scalability & low fees. The Solana DeFi, NFT & Metaverse ecosystem has been growing rapidly since launch - attracting both users and developers in droves! Here at Dune, we believe that the future is multi-chain. We also believe that a multi-chain future needs powerful multi-chain analytics to thrive. It’s our mission to make crypto data accessible and transparent, and to empower anybody to become a skilled on-chain analyst. That’s why we’re incredibly excited to announce……. **that Solana data is now LIVE (beta) on Dune!** We’ve been working hard on this with the Solana team for months. The insane speed and throughput of the Solana chain presented some challenging problems to solve - but it was all worth it…….. Mats, Dune’s co-founder and CTO had this to say about the project: > “ > > _“The Solana ecosystem is growing extremely fast. Being a user of many Solana programs myself, the lack of insight into onchain activity has been frustrating. We’ve been working hard to fix this and are thrilled to announce the beta release of Solana on dune.xyz to enable developers, users and stakeholders the ability to analyze any and all activity on Solana”_ Ben Sparango, head of business development at Solana Labs, is bullish on Dune Wizards: > “ > > _"We're very excited that Dune Analytics has joined the suite of data visualization tools available on Solana. Dune has done a fantastic job of cultivating a robust community of data scientists and we look forward to the learnings everyone can glean from having them dig into the Solana blockchain."_ Solana data is currently in beta, so you can expect some changes, improvements and new tables to roll out in the coming weeks! Currently we’ve released the following tables: * **Solana.blocks** - the full block history for the Solana ecosystem ([example query](https://dune.xyz/queries/389979) ) * **Solana.transactions** - the data for transactions including programs called and account activity ([example query](https://dune.xyz/queries/390045) ) * **Solana.rewards** - rewards paid out on Solana! ([example query](https://dune.xyz/queries/390040/743733) ) * [Solana Metrics by @kroeger0x](https://dune.xyz/kroeger0x/Solana-Metrics) has some great data on transaction, program and dApp activity * [Solana Transactions by @sealaunch](https://dune.xyz/sealaunch/Solana-Transactions) breaks down and compares metrics on DeFi & NFT activity * [Solana Ecosystem by @dataviking](https://dune.xyz/dataviking/Solana-Ecosystem) highlights blockchain growth and rewards * [Drift Protocol by @bigz](https://dune.xyz/bigz/drift-(solana)) dives into the stats for a futures DEX on Solana If you want to dive deeper - you can check out the full documentation and schemas [here.](https://docs.dune.xyz/data-tables/data-tables/raw-data/solana-data) We also encourage and welcome any feedback, which you can [submit here.](https://dune.canny.io/solana-beta-feedback) This is just the beginning. As we add more tables, and more wizards start exploring Solana - we’ll see a raft of amazing dashboards covering all components of the ecosystem! [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 031 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest031 ============= $2B for Polymarket, Plume × Dinero, MetaMask Perps, Variational on Arbitrum, Four.meme Surpasses Pump.fun --------------------------------------------------------------------------------------------------------- News•October 11, 2025•3 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 031](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4b419d555131f7f29b2da61e113f0de9350c1e3f-1200x675.webp&w=3840&q=75) [Polymarket Heads to Wall Street with $2B ICE Backing](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVwLZh335VmJW74cnWf76F-8JVQq1455DwLNLN1c6srn3qn9qW8wLKSR6lZ3mQW8Vlj_r1WF2lQW1jNgpf1Y7c9FN3QNWqmcb3R0Vs6FqD8ppw4dW3MkzVX7yY8QVVHMSXX7X8VmcW6zBNjz22sdCHVY9Z7X6Q19q3VKSvq35d1dLBW38w8Gj5YjXyNW7_f0l166B0p2W22J3-P8HGSyzW7YpP1Z5x8XTBW49jZ0n3Yl2hfW5KJyh11vyrB3W7XQ_GY3TKvttW2V128n5WgQNtW1pLQKX1BM8lpW40TpmW1fqfSdW8bkz-K7Qq29xW3_t-gg7p733lW4-CQCf1wDCQ6TDJn26D_1v_W4KKNyj6B1kjXW6Qh-nf2TrRKLW14Zzq34CxgQrW751slM3q4VM-W93b5zW9gRBpCdTZHyP04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Polymarket had a breakout week: on Oct 7, **Intercontinental Exchange (NYSE’s parent) announced up to $2B at a ~$9B post-money valuation**, while September’s Stocktwits partnership launched Earnings Markets to 10M+ finance users. Together, ICE’s backing and the earnings push reframe Polymarket’s model: odds on corporate results are a higher-value, more monetizable signal than media/news predictions, **positioning the platform less as a niche betting site and more as a data-and-liquidity layer that TradFi can plug into**. Activity stays strong (**\>$300M weekly volume, >4M trades, >$180M OI**) across politics, sports, crypto and now equities. Polymarket is on track to become a potential pillar of the financial stack while the sector heats up as rival Kalshi raises $300M at a $5B valuation, claims >60% global market share, and expands to 140+ countries, underscoring prediction markets’ move into the financial mainstream and the acceleration of blockchain-rail adoption. ![Open Interest ($)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F6c78fe61d8915b7bc1047a06867572ef4dd188a6-1120x647.jpg&w=3840&q=75) [Plume Brings Liquid Staking Into RWAfi with Dinero](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVwLZh335VmJW74cnWf76F-8JVQq1455DwLNLN1c6sqP3qn9qW7lCdLW6lZ3kSW8gNhlL3HPKj_W6hlqDn198nZqW64H3fq2V5b-6W8BtzVY4FtzMPW43l9t01tnFQ4W1DHlxn2Kt2YgW49wWp48SQpPpW70rCKN6gVqM2W9jmt456gbDT5W93dv_33cC9-wW16Gcz560J8twN6WD2L4yxpW_W3Fv9L82DtZJxVRl8YV8sH4vGW5j4qf245QkDHW4jk9Sp4VYg5jW2L1tdg2PV2nyW9fcqpQ8M8SZFW73H6jh7wN7NdW5RN6h98zvv6-W7KJttW4lwFXYW50_V_j5d8-qnN8CrP2X6qcRHVSRxx96Dn_nXf3KLQgs04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ On Oct 8, Plume announced the acquisition of Dinero, creator of one of Ethereum’s fastest-growing **institutional liquid staking protocols**. Dinero’s products include **pxETH** (a liquid staked ETH token for DeFi use), **apxETH** (an auto-compounding vault boosting pxETH yields, currently at 5.5% APY with a 1.6× multiplier), and **ipxETH**, the institutional version optimized for custody and compliance. **The protocol now secures 8,832 ETH staked across 276 validators**, representing 0.0267% of total ETH staked, with 12,100 pxETH and 6,950 apxETH in circulation. By integrating Dinero’s ETH, BTC, and SOL staking suite (also behind pxBTC and pxSOL), **Plume strengthens its RWAfi ecosystem, bridging liquid staking and real-world assets into a unified institutional yield layer for onchain finance.** ![Daily Deposit (pxETH)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fdbb61a447e3199587fa3ac899e2f8195be1a3af3-1120x748.jpg&w=3840&q=75) [MetaMask Adds Perps, Powered by Hyperliquid](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVwLZh335VmJW74cnWf76F-8JVQq1455DwLNLN1c6sr43qn9qW7Y8-PT6lZ3nMW9hdnj41f1WBtW4Nfh5_6st7jTW3cG-Df5C4P7nW8J687r4yK8q0W3fHG6D1c908tW1mldch8lPhXxW8bBv4V6GMYPPW46l97p264tYwW6tR0k-59LqWrN6HXZTNjBKb_W7ThV5N4zZJ6PW5t8NFv6yGV0RW4sqMbW6F_xz3W7QfdsT7NZRqLW8y8JPH4ksbN2W4HQkll56WCYKW8lb39_3JmLtnW2F85dD8JkwdfW4t4g2Y94psqLW17PdMw8SdqMmW2TPr3M6-LJblW91JgKc7SQFNhW7Hjkst2N-KM4V9qJVM78_xYMW8xQ8nV4TR0tRW3vxT_n641wdSf4nZkCn04) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On Oct 8, 2025, MetaMask introduced in-wallet perpetual futures trading powered by Hyperliquid, letting users trade 150+ tokens with up to 40× leverage directly from the mobile app. The move pulls high-volume derivatives into self-custody, boosting decentralized trading and advancing the “wallet-as-super-app” trend where trading, staking, and even social live in one UX. Early traction is strong: **$53M cumulative MetaMask-perps volume** (with $37M on Oct 9 alone), **$26.8K in fees** ($19K on Oct 9), **and ~1,800 users so far**. Contextually, perp DEX activity has soared, and Hyperliquid’s distribution is compounding via several wallet integrations: Phantom (July), Rabby (early Sept), Rainbow (early Oct), and now MetaMask, positioning Hyperliquid as the de facto backend for onchain perps across consumer wallets and pushing self-custodial derivatives toward the mainstream. ![Volume (1)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F249b0c9e611fbcfd93dc2dcec4a68e3a45231bf3-1120x759.jpg&w=3840&q=75) [Variational, A New Perps Infra Layer on Arbitrum](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVwLZh335VmJW74cnWf76F-8JVQq1455DwLNLN1c6srn3qn9qW8wLKSR6lZ3p3W4SlrSR2bwnflN6zT9bTqrf90V_rJV14LRHklW8GlKSB8Hlx7rN448LpQFfsB_MyM1jZ23tygW14mGmD5GBLfJW8pq3Mn3RWZDKW3XqBym4p4686W80GP419cvxnjW8LtsQ195t0PxVl7bSP6WptfxW4qv_WR8w4N6HW84JFmb8rQRhZW5P6YvK7K4SvzW3cc--45B9jvhW2-g8zM7GXGk9V3Gnn17mxKQkW7tKzq17W_PZ9W95VlSl2pH6b1W1H1S8623yQS1W6BRkjl8tNlWYW6M3PWh7b_-WmVMCjQW4lKtm9W2Kd9dj2J1YbVW8cG4pb5LBZJsN1VJ7Hw-GW4mW25h0Yw6YFmfpf219xRC04) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Variational, a **derivatives protocol on Arbitrum**, is emerging as a key perps player by introducing a **peer-to-peer clearing/settlement model behind Omni**, a zero-fee perps app with no gas fees and $0.10 deposit/withdrawals, plus RFQ and spread-discount mechanics that keep more value with users via its OLP counterparty. Per Entropy's dashboard, **Variational reached $18M TVL with $6M 7-day net inflow**; 12K addresses created, 6K activated, and 3.3K live; and a Loss Refund system that has returned $453K to traders to date across 1,310 recipients and 5,817 refund transactions. **This architecture rethinks onchain derivatives** by enabling bilateral trading of perps/options/exotics while reducing leakage to external market makers; for Arbitrum, it **adds a differentiated derivatives stack alongside established venues like GMX and Hyperliquid**, potentially pulling more institutional-style flow (via the Pro app’s customizable OTC) and reinforcing the chain’s role as a scalable base for high-volume DeFi as RWAs and derivatives converge. ![TVL (3)-1](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F7e03ea079371801f98924576e89f355967dc987b-1120x716.jpg&w=3840&q=75) [BNB’s Four.meme Overtakes Pump.fun](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVwLZh335VmJW74cnWf76F-8JVQq1455DwLNLN1c6sr43qn9qW7Y8-PT6lZ3mBW53dZ094t3JX2W1Xy5BW4389_4W35b66h4Bx12NN8cc2w1dnTcLW8vv68v75n10_W61VXh423Ksy0N749_jGTZt8kW4XrW_K69YtVKW83pgyk7NJ_wgW94QqxS6ZVgc7W95YgmZ3CdQ2NW7TG-P751kTPHN1YF9YC1ZgQzW6Ty81S8cn0WLN3VM218hNMzwVs9pNY1JSDnsW3LxDxn9289HTW1CpP6_7HfJsqW3xWCk789xYVrW36jnqn1cHMCtN7-0KM2VkBT0W1s5jBK5fcnxpN63jRs-QvmtdW9bDlYw2Q8G7WVM8l3K6XWpb2W3gKT3K3sRxPWf2mCYjM04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Four.meme, the **memecoin launchpad** launched in 2024 on BNB Chain, democratizes token creation with no-code tools, bonding curves for distribution, and instant PancakeSwap listings, mirroring Pump.fun’s UX. By October 2025, Four.meme saw **522K tokens created**, **7K graduated**, and **$32M in cumulative fees**. Activity is broad-based on both the trader and builder sides: **4.3M trader addresses** across volume tiers (from ≤$1K to >$100M), and multiple top deployers each launching 1,000+ tokens. October saw a clear step-change: On Oct 8, **47K+ tokens created, ~$3B volume**, **and ~$4M fees**, with Four.meme capturing **83% market share of tokens created vs Pump.fun**, 92% of tokens graduated, and 87% of fees/revenue, underscoring how BNB’s launch rails are concentrating meme issuance and trading on BNB. In parallel, the ascent of Aster in perpetual futures, which surpassed Hyperliquid, strikingly underscores BNB Chain’s burgeoning momentum in 2025. ![Daily Token Created](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F967504deedf930aff8cd0cd1282a2d523ae63e76-1120x731.png&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant onchain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVwLZh335VmJW74cnWf76F-8JVQq1455DwLNLN1c6spW5nXHCW5BWr2F6lZ3lsW3m3zMS17FKg0W59DGhY7My1MvW3HYQXc8rJ34YW18_sw665F0LcW94Z6wY3Xl2T0W8Zrc5b28JyL6W6zQSyM55g7CzV9rT7P5f0Hz3W5dTrQb922hm4W9b6B0m7xH39cW7w4qJT2csPQRVMxJ2L6Q5bq6W3hz6917hW0XXW4-TG8J29SS2fW1NgMnL6dK0NnW7wwXb11JfsgNVQxPrj2CdBcSN1qVdzqfyrsbW22KmjN6tV5bkW9bwx4c8FVQBWW5HMcqL8Kjt-SW7-ZFKh2jr_CPW3TB5-Z3ndzN4F7jCpnGDRf3W1z-2zg7jTgZFW67sv4g7d__GmVRRPvG3-y6SsW8Z9Zql52P81MW2tRxRT1k6ZTgN7vw54sw6vy6W4Djmp17D8w63N3r0y8gGlQ3tN3bKNQBWjXWxVCHbj31JF3kvf3xJwKs04) . _The data must flow._ Dune Team ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Spellbook Evolution - Blog | Dune [All posts](https://dune.com/blog) SpellbookEvolution ================== Refocusing for Maximum Impact ----------------------------- News•June 12, 2025•4 min read spellbook data ![@Florian Barth](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F6f02c8ca70b7df863ca8d0618d0372c0226fdc83-428x428.jpg&w=96&q=75) [Florian Barth](https://www.linkedin.com/in/florian-ba/) Product Manager at Dune ![Spellbook Evolution](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F8825bd49f890f0c0a1508d7c92357fde451e4f6c-1200x675.webp&w=3840&q=75) **TL;DR**: We're being more selective about what we accept in Spellbook and cleaning up existing content to improve quality and focus on what matters most to the community. Community Update ---------------- We're refocusing Spellbook to make our efforts more impactful and create a better experience for everyone. We want to thank all our contributors who have helped build Spellbook to where it is today. So far, we've taken a very hands-off approach to Spellbook contributions. We love all the contributions, ideas and energy, but there's a flipside: the tremendous growth has created operational challenges. We're finding it difficult to adequately support contributors, wizards, customers and enterprise clients. Spellbook has become complex to operate with long-running models, cross-project dependencies and operational intricacies. Users are increasingly overwhelmed by the number of spellbook tables and lack of documentation. Additionally, we've been subsidizing all spellbook models regardless of usage, making it a significant operational expense we need to optimize. We want to change that by concentrating our efforts where they can have the greatest impact and reliability. This means more reliable spells for users and better opportunities for contributors to work on infrastructure that gets used long-term. What We're Focusing On ---------------------- #### Supporting existing core ecosystem spells The foundational abstractions that serve thousands of analysts daily, including dex.trades, nft.trades, token transfers, balances and other essential infrastructure. #### Building up new sectors as a collaborative effort When we expand into new areas, we'll do it under our guidance and leadership to ensure quality and consistency. Sometimes this will be incentivized through grants to attract the right expertise and collaborative approach. #### Enterprise and blockchain client integrations These partnerships fund the infrastructure that makes Spellbook possible for everyone while bringing high-quality protocols into our ecosystem. #### Redirecting other work For contributions that don't align with these focus areas, we'll be upfront about fit and help redirect efforts toward higher-impact opportunities. Cleaning Up Existing Spells --------------------------- We will also clean up existing spells and remove outdated content, consolidating where there are multiple versions of the same spell in the near future. We'll prioritize keeping spells that are actively used and serve the broader community. More communications and a specific list of spells to be retired will follow next week. What This Means for Contributors -------------------------------- If you are unsure about whether your model falls under useful models, please open up a draft PR before building all your code or open an Issue in GitHub with a clear outline of what you want to build, why and how it might be useful for people beyond yourself. Contributors who want maximum impact should consider enhancing existing core spells rather than creating entirely new ones. Improvements to widely-used abstractions reach thousands of users and create opportunities to collaborate with other contributors working on the same foundations. Ultimately, contributions to Spellbook come in many shades of grey and are not black and white. What might be deemed a niche use case one day could be the next meta tomorrow. Our team will carefully review and assess all contributions and decide on a case by case basis on what to focus on. These new guidelines and recommendations will also be applied to all PRs that have already been opened. What This Means for Dune Users ------------------------------ You can expect a more reliable and trustworthy Spellbook experience. We'll be focusing on maintaining and improving the core spells you use most, ensuring they're well-documented, regularly updated, and consistently high quality. Over time, you'll see fewer but better spells, with clearer documentation and more predictable performance. The cleanup of outdated and duplicate spells will make it easier to find what you need and trust that it works as expected. You might be affected by a small subset of models that are actively being used but still will be retired - in that case you will have to fix the affected queries. We will communicate these specific changes in advance. Questions? ---------- #### "Is this abandoning open source?" No. All code stays open, community input still matters, and quality contributions get full support. We're just being honest about what we can realistically maintain. #### "What about smaller protocols?" If your work strengthens shared abstractions or has broad applicability, size doesn't matter. Show us how it helps more than just your specific use case. #### "How do I know if my idea fits?" Open a discussion or draft PR before you start building. We'll give you honest feedback about whether it aligns with our priorities. #### "But what if I really need a spell for my project?" We understand that sometimes you need specific data abstractions that don't fit our community focus areas. If you have business-critical needs for custom spells, you can work with us as an enterprise client. Please reach out via [dune.com/enterprise](https://dune.com/enterprise) - this ensures you get dedicated support and faster delivery while helping fund the open-source infrastructure that benefits everyone. #### "What are alternatives to spells?" For team-specific use cases, consider using [materialized views (matviews)](https://docs.dune.com/query-engine/materialized-views) which can help with slow query performance and create custom abstractions without the overhead of maintaining community spells. Matviews are great for internal analytics, performance optimization, and specialized use cases that don't need to be shared broadly. – For questions about these changes, please use GitHub Discussions or open an issue in the spellbook repository. The goal is to build the strongest possible foundation for crypto analytics by bundling our efforts around the infrastructure that serves the most people. This creates better outcomes for everyone: more robust core spells, better collaboration opportunities, and a sustainable path forward. Contents [Explore Datashare](https://dune.com/datashare) Contents [Query onchain data directly in your data warehouse\ \ Explore Datashare](https://dune.com/datashare) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Query onchain data directly in your data warehouse -------------------------------------------------- [Datashare](https://dune.com/datashare) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # A farewell to Dune v1 - Blog | Dune [All posts](https://dune.com/blog) AfarewelltoDunev1 ================= Performance challenges, manual reprovisioning, and some of the challenges that led us to sunset Dune v1 ------------------------------------------------------------------------------------------------------- News•October 26, 2023•3 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![A farewell to Dune v1](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4fe18812fa6a7556ae9af11cbbdb8ae645b8e37b-1200x675.png&w=3840&q=75) Now that Dune v1 is fully gone, it's time to reflect on its legacy. When I joined Dune, the infrastructure powering Dune v1 was not called “Dune v1”, it was just, well, the databases. Every blockchain had its own PostgreSQL database. We did not use [Amazon RDS](https://aws.amazon.com/rds/) as it would have been extremely expensive. Instead, we created individual EC2 instances for each database, and provisioned Postgres on th,em via Ansible. After a while, we ran into some interesting problems! One of those problems was performance. We had one EC2 instance per blockchain, but Ethereum was by far the most queried. We were hitting a wall in terms of input/output operation per second (IOPS) and our EBS disks just couldn't keep up with the volume of data being read and written at the same time. So we built a primary/replica set up, where data would be written into the primary database backed by EBS for long-term storage and replicated to a bunch of read-only replicas. And these read replicas needed performance, but could be replaced easily, which made them a great fit for EC2 instances with extremely fast local NVMe disks, [EC2 Instance Store](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/InstanceStorage.html) . We created the primary/replica setup via PostgreSQL physical replication + WAL-shipping to S3 with [wal-g](https://github.com/wal-g/wal-g) on the write side, and a combination of [pgbouncer](https://www.pgbouncer.org/) and [haproxy](https://www.haproxy.org/) to fan out read only queries to several replicas on the query side. Adding several new moving pieces at once seemed a bit dangerous at first. With the right amount of monitoring & alerting though, we were confident we could quickly find and debug issues. And it was actually rock-solid until the end! At Dune v1’s peak, we were running over a million IOPS across our ethereum read-replicas without breaking a sweat. For comparison, the maximum IOPS a standard EBS volume can sustain is 16k, which is about a thousandth of a percent of this number. What we lost sleep over at night was that _all of these boxes were precious, little snowflakes_, and the recovery setup was "rerun Ansible and hope the instance restarts," 🤞. It was okay – we had backups and EBS snapshots, and in the worst case we would just rerun ingestion from the start of the blockchain, but it was not a great situation to be in. We also tried using spot instances for read-replicas, as they were much cheaper than on -demand instances. [AWS Spot Instance Advisor](https://aws.amazon.com/ec2/spot/instance-advisor/) showed the risk of that instance type being reclaimed was "less than 5%" over a month. Turns out, we had our first instance reclaimed after five days. The next one got reclaimed the following day (during an offsite in Lisbon no less! I believe Fredrik still has the photo of me restoring from backups during dinner). The next one got reclaimed two days later. The manual process to re-provision a read-replica took 2 hours and was not automated, which would normally be okay once a year but not twice a week. So we quickly gave up on spot instances. Then, the database storing data for the Binance Smart Chain (BSC) reached the maximum size we could use for an EBS volume at 16TB, so we investigated using ZFS to compress the data on-disk. It was a huge failure! The disk savings were real, but so were the performance hits. We spent some time trying to optimise it all, and eventually gave up, as it was a big time sink and we had already planned on moving to Dune v2. So we migrated the BSC database from EBS to instance store as well, where any EC2 issue would have meant losing the data and starting from S3 backups as we knew we could no longer rely on EBS snapshots. These were exciting times, which is an insult in SRE-land. Glad that Dune v1 lives on in tales of yore rather than on our AWS accounts! [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # DuneSQL - The Great Migration - Blog | Dune [All posts](https://dune.com/blog) DuneSQL\-TheGreatMigration ========================== DuneSQL is Dune's future, and will soon be the sole query engine. Here's what this means for you, and how we'll tackle the migration together. ---------------------------------------------------------------------------------------------------------------------------------------------- News•April 20, 2023•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![DuneSQL - The Great Migration](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd42e48a9df24b30322c8454d52de62d0e6702beb-2400x1350.png&w=3840&q=75) A few weeks ago, DuneSQL became the default query engine on [Dune.com](https://dune.com/) . We’ve seen impressive early adoption: **85%** of all newly created queries are on DuneSQL and 30% of all executions are on DuneSQL. You can read all about DuneSQL in the [blogpost](https://dune.com/blog/introducing-dune-sql) from our CTO. **DuneSQL is Dune’s future.** Therefore, we will be progressively sunsetting both SparkSQL and Ethereum V1 (Postgres) to make DuneSQL the only query engine available on Dune. Both SparkSQL and our old Postgres systems are not optimal for querying crypto data. Sunsetting these systems is an inconvenient but necessary step to make Dune the best platform to query crypto data. A Smooth transition to DuneSQL ------------------------------ We understand that this transition might be challenging, especially if you've previously migrated from V1 to SparkSQL. We empathize with the inconvenience this migration may cause and want to assure you that this is an essential step towards simplifying the user experience on Dune and focusing our engineering resources on a single, powerful query engine. To smoothen the transition to DuneSQL we are investing heavily in migration support to make the process as seamless as possible. We are focusing our migration efforts on: * Supporting migration efforts with powerful features * Continuously improving DuneSQL stability and performance * Transitioning Spellbook from SparkSQL to DuneSQL * We will progressively sunset SparkSQL and PostgreSQL by July 15, 2023**.** * To aid you in the migration, we have built and will improve a query migration tool enabled by LLMs. * We are still optimizing our data storage and query execution to prevent query timeouts. * Scheduling queries and materialized views will enable you to build data pipelines within Dune to prevent query timeouts. * Spellbook stays on SparkSQL for the time being. * A new Version of Spellbook that works with DuneSQL is in Development. Dune will take care of the migration. Let's do it, together --------------------- We appreciate your continued trust in us, and we hope you are as excited as us about the possibilities of DuneSQL. Please accept our sincere apologies for the inconvenience caused by the migration. Rest assured **this is the final migration, DuneSQL is our definitive answer as to how we can build the best crypto data platform!** Thank you for your understanding and support. Don’t hesitate to reach out to us via [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#177362797264667b3a717272737576747c57736279723974787a) for any questions or concerns. **The data must flow!**The data must flow!_The data must flow!_ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 012 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest012 ============= Farcaster Pro, Noice, EulerSwap, Celo payments, Exa Card -------------------------------------------------------- Research•May 30, 2025•3 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 012](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3a9f48fcb489a8a6bd49ac6de090b53763fe8946-1200x675.png&w=3840&q=75) [Farcaster Pro Launches Amid Usage Surge](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKF_83qn9gW8wLKSR6lZ3mBW3wlJxh8_rcDkMxJ50vFdk8SW4p-0ww8QpyZmW8JpBmF978pkVN5nJ2jTVDTrHW1y8VqN1D2vlrW4qkj9S7k8fK8W4b7wFK3KbBH_W169VX-3BSrf7W6G09jK7Tm5kSW5y8C3B3rKYdpW5QHSr-1W-2cRW5gR_YR69wzjpW6y7Mb-9g332-W2PBVlZ7cmgp0N94pGl3497GsW1TP0vQ8qhy7PW6fdnGx1gKS6jW1-5cLB7C_pVGW7ry91Y47GQXXW8h_DtB2HpgH6VbwXts6TqskdW28Ljms1P4HV9N8pfskzFhVwyW2NQ9vS3M93D0W8SLpf56k_WnKW40pF4V63yRVqW5bYz092Yj8jJf5Tjmc204) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Farcaster Pro, launched on May 27, saw **over 11K subscriptions minted** within just three days. Priced at $120/year—payable in USDC or 12,000 warps. The product unlocks key features like full-text search, frame analytics, and extended cast history, tools aimed at Farcaster’s most active users and builders. The timing couldn’t be better: Farcaster's **DAUs jumped from 30K to over 40K in May**, and daily **engagement** (casts, links, reactions) more than **doubled from 600K to nearly 1.5M**. As activity deepens, monetization layers like Pro, alongside a growing number of tools for creators and developers, are turning Farcaster into a fully-fledged crypto-native social platform. Check out [how Dune’s Sim is powering](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKF-z3qn9gW7lCdLW6lZ3n7W5_h5L96Q1dhvW6bPjSw4MVSDZW1Rb-Cp8B5JS9W82sbQv7LdsjCW1kz00G3tR0TfW6mHpfr5QM48RW5gpjS65ttFmCW8Lx7S-988Db4W576cnx8-YDNmW7DpQM57MWY9jW6V9Pq817Cxh1W5YmfpR1GlrBsW6q1fQ7344StWW2cfLk88JmWgxW4-jKmh5w2Rx4VW_-lX2w34gtN1qLBRcYXYqsW1d7VKG870yGZW7xwT5K8wRN1sW4cG_N04DHTblN8wvX7Wt70Z0W3lyV7h39GrTCW5n55Jl6MqDFrW2hYw3d5bcPVFf8T-dMC04) token data in Farcaster's newly embedded Wallet, bringing real-time multichain visibility directly to users. ![perday_pro_sub (1)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F481719a5f351bbe5fc011e512461c0c9e3e90528-1120x588.jpg&w=3840&q=75) [Noice Turns Attention into Currency](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKF-z3qn9gW7lCdLW6lZ3nTW5FFFM38667SrN5CdwSlMkFfwW4MdggK5tfFlwW5stWGX8C0sy3W1DbWJj8jzlHPW3QnvSF1NDXYCW7lP20l3bwp9tW9cD15j5PKpxjN2jGg52crmgRW4c5B-l3Kj-LTV1mXSg17kJLRW5R460L4X7TpxW9b8rtX6Px2yJN75Lk2_vd23hW1W5gRC4t4HlvW72-vSf4Q-X8XW6CnXhz14P7DyVb36Jf6H24mxW5ZLlfM4pwTsCW62X3Gc7RD_wRW6-PJxR6jZxtVW5xSNkY2jWDM2W6XbhSh2pxrCsN3Y2lTmMmM2Pf67g1MR04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Launched on May 21, Noice is _transforming Farcaster interactions into payments,_ one like, reply, or follow at a time. In just 10 days, users have sent **over 281,000 tips** from **2,886 unique wallets**, totaling **$22.9K+** across **14,000+ recipients**. The average tip? Just $0.08, but a **90% return rate** shows users are coming back. Tips can be sent in USDC or tokens like DEGEN, or used to unlock time: think DMs, 1:1 calls, or group chats. With 18K+ casts mentioning Noice and /noice quickly gaining traction, it’s clear the experiment is catching on. From micropayments to access-based social tokens, Noice is building a financial layer beneath social interactions. ![Tips](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd94ac8483859038e48db543a307267a74d05abe5-1120x600.jpg&w=3840&q=75) [EulerSwap Merges Swaps and Credit](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKF-z3qn9gW7lCdLW6lZ3lWV9bScw15cz8hW71HLfQ7kctlBW4-Yv9H4-YwwZVgdxfv2zs-fXN1pBpLjwtB8mW3TcTw065w40BN2WT096MKDvfW3h9tRG1tQQjpW3W3yzB3hb5Q6W11NjBH1yXFXyN8YwSfRDbJdCW7wH8cb83NFbHW5rlldf8cqbrQW6q-s7g4x1mb_W8wHkF53tPQRJVRDNH454cXnxVNV3-j5TVdSNN7NHhmP8b47mW344k1z3RFfQwW6xnnQr34V6gcW1tT2yh678rlpW3hnfF46_gQBRW8V8mjM1zbFV2W22X20s6wYN99f2CPwwl04) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Last week, we covered how Jupiter is entering the lending space with a new protocol built on Fluid, bringing borrowing into Solana’s largest DEX. This week, the direction flips: **Euler** is [leveraging](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKF-T3qn9gW7Y8-PT6lZ3pZW9dFzN141SrTQW6CZdsT2-3R1DW1VDXKr20fXMqW1lYsW44tlvM_W3T760s2cXmm7W73pvT_40wQ3lW7YMzv47x_W17W4-_tGQ77SGyLW8mfDgV5lhMGDN1Hp3_Bpp-sPW6BDxgC3rlXJzW4V3_hx1Y49VXW95yv9H59xQTFW5-CTQm1mr7nfW3rDZ8V4rv40yW7LJd398SlK8lN7bP6dYTyQCjW6mqpM16JrfBgW4r_xDD7Zv4CwN7KmcqNkwpCMW3_qz1j1qFgjQW49VTtG4wJ4BwW80mbz426fb53W37k2lG2M8RHvW1WG-jn8p0_rWVrgDfH4wZh4Lf8Z1nfP04) **Uniswap v4** to build **EulerSwap** directly on top of its lending vaults, _turning idle liquidity into productive capital_. LP deposits flow through these vaults, letting the same capital power swaps, earn yield, and serve as collateral, making trading and borrowing more capital-efficient and composable. On May 29, **Euler’s vaults reached an all-time high of $1.847B in TVL**. Regardless of the direction—DEXs tapping into lending, or lending protocols expanding into trading—the concept of a “super DeFi app” that unifies AMMs, credit, and capital efficiency under one roof is becoming a consolidating playbook. ![TVL (2)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd350c86512c90966b1ee696a60d59db07c8fb52a-1120x644.jpg&w=3840&q=75) [Celo Doubles Down on Onchain Payments](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKF-T3qn9gW7Y8-PT6lZ3pCW2vW5sX1b6vzsW4swxwd1xpYhpW7SgNlw1g0tD1N1NSgWvlrVxgVjHBCZ1N1XJbW3_59RD7v4PHSW6hfv4Y6s3vYlW409h571PSXNPVn8Gt97Dy311MWFKbTDfdmyW71Wqml2X_fdcW7bvjc64wr8bdW1D6gK97Yf-Z6W7JpXGQ38Z3LGW51-MHb2DzTjBW2FPv164hvhsZN62h-MxGzYZzW2J0N014rPrWJVfSWdV6BvPCnW6-KF3w6fBMmQVbzvqf2KdjzYN7_hpgSm7RD5W8P7_dm4YZVJCW9lFypF1CDJlTW7d6H_92w8P8wW4G01yg3jPfybf2VdZyK04) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- A few weeks after highlighting the rise of crypto-native payment cards, we’re back in the payments arena, this time with Celo and Loop Crypto. The [partnership](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKF-T3qn9gW7Y8-PT6lZ3n6W8pH7PN4MBRvHW1-rWK85RmjGgW2vtKv15dZtNHW5CX0bx2wWqRbW2gP-rK1FJMbSW7J3SkP8vfl48W61L7Rd3qc2hxW5xcrKS35NMH0W992K8f5z9cjpW8nVYfQ8cKBSsW9j9yB45MQpcLW8zhFr66WrSg8W5GVmPR3nQHXcW6ChN5z2CkVQLW1F3RLT6JKL1hW2R8d7K26wK0XW4J_P-2125kmMW2FTS4r9lJ4bcW9dygSn4lKS0RW2q0JGY2j5CTkW5W9WlV7q25zRW3jlH6h2DykZSW5YJjN92x6WHMW5vrCF96nlGk_VLh6J88SJLw0W3PS4J52QLn1wf6_GCvR04) brings frictionless stablecoin payments to Celo. Loop integrates directly into existing invoicing and billing systems, letting businesses tap into Celo’s 1-second blocks and sub-cent fees without the usual crypto complexity. The onchain activity backs it up: **stablecoin transfer volume on Celo remained strong in May**, reaching **$27.7M**. While **USDT still leads with $17M**, Celo-native and regional stablecoins like **cUSD ($8.9M)**, cREAL, cGBP, and cCHF are playing an increasingly prominent role. With apps like MiniPay using these tokens for global transactions, Celo is showing how stablecoins can become everyday money. ![Chart (2)-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9780b59fcae97ae8bd90750c14ce4608319ef364-1120x590.jpg&w=3840&q=75) [Exa Card Pushes Crypto Payments Forward](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKF-z3qn9gW7lCdLW6lZ3nSW1rx28H790QmCW4jRt922mpM1gW7K_dj770fc7sW48cSFw1bYCBSW4mT2zp6Y7d1xW3LZSm730p3vwW7_9Jf53WxytKVq00wV4JhfknW4FRFry1BXls1N2b23n279w7GW7M2BDr8BpkyVW4lYZyz7pjhFrW25VFPh53SvkjW1p67W72qT82yW5x26T995gK-0W8bXyKw1ts0rPW1ZcgwS5vtNQrW5rj-X71fxznRN31s5BcDZV97W1FlKm81mGDFwW2fscJb3GNBdxW7J_zG01y0zV9N1HXkhwj3dcKW1KbRGK9hRyMff1jt_pK04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- The growth of crypto-native payment tools shows no signs of slowing, this time with **Exa Card** stepping into the spotlight. Exa is a self-custodial, onchain credit and debit card powered by Exactly Protocol, offering a “buy now, pay later” model that lets users spend while holding onto their crypto. While it officially landed on mobile app stores in March 2025, Exa users have already made **over 38,000 payments** totaling **$2.3M in volume**. More than **1,700 cards have been issued**, with **$1.1M in user balances** and **$500K in loans** already processed onchain. With Exa joining the movement, the idea of paying natively with crypto is gradually becoming mainstream. ![Chart (1)-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2ddb19b09faf190c55d90ceeab01b5def8e1b54e-1120x651.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant on-chain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VX3p303chDgZW2wBbRt75J0TtW805GfB5xdHQqN1MKFZn5nXHsW50kH_H6lZ3pfW6w2CkH1762QKW983XTM1pXCXYW4V73K93_3cPGN8mNNnRmM3kDW6wvqnm3crV3JW1VYt3J7y5zRYW4wFLbg70fM00W34R1Pz69ZyGjW5mqrgR5rSG20W1YzZ_P7W44b0N6z8LCpJ9hhtW4zlMSR6zDP6yW7B224n6rW6fzW69f0Xd559dFFW8h42Hm2JgMcDW8t7prS4ChDcVW7Cv8m-2x1pdkN1_60JqtGB1lW2V4NnW7Kjxg-W4TZVKM2FzxchW8fTXtG1TLKBsW8wHp-n8ZTWl4VvbvQZ3FdXD4W5DP5-n8jxcd2W49zQ5862wWRcW1P3JM68VCmzVW8rCKLy3Sl2CsW6RmPGt5tyQLsW4NF0Ll6JWQ2SN8rHrQzjmdsVW4JfpfS304bVSW8w9n2Z2LqcnKf83GRX204) . _The data must flow._ Dune Team ‍ Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 033 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest033 ============= Robinhood expands tokenized stocks on Arbitrum, Coinbase snaps up Echo for $375M, Maple and Aave unite to bridge institutional credit with DeFi, Tydro powers Kraken’s Ink L2, and Stable’s $825M pre-deposit fills in hours — a massive week for onchain finance. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ News•October 18, 2025•4 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 033](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F835fd15a7637743a4bfdc4ed9580ba9e3855ec2a-1200x675.webp&w=3840&q=75) [Robinhood Expands Tokenized Stocks on Arbitrum](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW4wSP8YWxNfW3gGm6V9kD4D0W805GfB5F3MwQN6YWdts3qn9qW8wLKSR6lZ3mjW57Pty23rJTJbW9bpRK98fq_RRW66Gf0-5jYhwtW3bbVGy4T9NXfVzgHH_2x3bDXW6QNF7f6_rqhgW2kM1yq8D931mW7xbXC48l-ScKW4fHt-T48yymnVwQr194bQlC1N5pJVLccLDxQN3ctZ_FYL_4QW53Bjxp6t1fngW7xm07R20n41RW76Z__32Tq4c5W8tbtWF3H05_9W22Ht5f7mrz21W3YzPjh3s4fzvW4vZT_R8m-qK9W8GjNqJ777YmqW1Z62WM3NjcPZN3YKdyrjdnxgW7fDlms48-F_MW8g4kGd8jy69QW42Lr-t8MyD1ZW6wtm8v1rrJ9dW66_Y134bt49YW5fckfg6rG6SPf7lrmN604) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ This week, Robinhood made headlines by **expanding its tokenized stock offerings on Arbitrum, adding 80 new U.S. stocks and ETFs to reach a total of 493** tokenized assets **worth over $7M**, driven by $20M cumulative mints vs $14M burns. By count, **~64.6% are stocks**, **~29% ETFs**, and ~6.3% “other” (ETNs, commodities, crypto ETFs, U.S. Treasuries). By market cap, ~67% is stocks, ~26% ETFs, ~6.9% other. **Standout tokens include GOOGL** ($765K, 10.6%), BMNR ($400K, 5.5%), VOO ($390K, 5.4%), HOOD ($304K, 4.2%), TSLA ($278K, 3.8%. Targeting EU users under MiFID II with 24/5 trading, it's a bullish step for onchain equities, signaling deeper TradFi-crypto integration despite regulatory scrutiny. Zooming out, **tokenized stocks have become the breakout RWA segment of 2025**, with major players like **Dinari dShares**, **Ondo Global Markets** (100+ tokenized U.S. equities and ETFs, $300M+ TVL), and **Backed Finance’s xStocks**. Joining them are **Galaxy Digital**, which minted its own GLXY shares on Solana as the first SEC-registered public equity onchain, and **Centrifuge’s SPXA**, a tokenized S&P 500 fund launched on Base. ![Total Tokenized Value](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4bfaa6d54220f03b06346f3e492fb4a0321a09b0-1120x693.png&w=3840&q=75) [Coinbase Acquires Echo in $375M Deal](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW4wSP8YWxNfW3gGm6V9kD4D0W805GfB5F3MwQN6YWdtM3qn9qW95jsWP6lZ3nMW3hRl6M38FgKvW4RRv204y55XFW1RfN9_7Wf-yPW59JdjN73k7sMW8CpfBm4GQvGGW6ygQ_15L6WYHW73jLgQ3hpM0pW5nJ1tL2HcZs4W3Wn1FQ1L__91W71hxYh7qDDRyW3Xwcz445xfYCW2Z0ppB82yQsMW16D28V3ymjL3W4hs2GG1TY2V3W3fxN_38xbbXJW42kFmz2njvJmW6s7y7V5yD7TTN3fLScCmhDTFW5R1Kcq1RpF4XW36SyV32p1RcKN6fNDYcm2Hw0W34NKKJ1Q32JRW1MpkRH8t61k1W3Wh-Gy8k462xW1QzQH0755JRYW1jSRrY5z0v9_W1vFRpK7v-Z4XW68s-L91P4dTtW2s2FmJ6kB6wtW7MFCNK1Qb4Jgf1NXsQ604) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- **Coinbase has acquired Echo**, a platform specializing in **onchain fundraising** for startups through private or public token sales, **in a $375M deal** that keeps Echo operating independently while integrating tools like Sonar into Coinbase's ecosystem. Since launch, **Echo has hosted 342 deals raising $143 million from 9K+ unique investors**, with a median raise of $232K and an average $406K per deal. The platform has seen **5.6 average deals per user and a growing share of repeat investors**, **showing traction in grassroots, community-driven funding**. Its **largest round was $9.2 million raised by MegaETH Labs** in just three minutes, spanning 3,000 investors from 98 countries and fully compliant with KYC requirements. For Coinbase, **the Echo acquisition is a clear play to own capital formation**, bridging offchain venture raising with onchain distribution directly on Base. It builds a **full-stack pipeline from project launch to token listing and trading**, positioning Coinbase to capture early liquidity, strengthen its exchange moat, and front-run the next wave of tokenized equity and yield products. Yet, the move also tests Echo’s neutrality across ecosystems, a potential fault line in an increasingly competitive and fragmented onchain fundraising landscape. ![Raised ($)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F68d598a8ed4e3b055976387b6ae0459e4ef4c8f9-1090x720.png&w=3840&q=75) [Maple x Aave Bridge Institutional Credit and DeFi at Scale](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW4wSP8YWxNfW3gGm6V9kD4D0W805GfB5F3MwQN6YWdt83qn9qW7Y8-PT6lZ3nyW1w_4-r3RxGH3W4s_9Dv7LcQ4CW6Jxdll1GH_WVW36QX6N3CJJBqN2gclvSVsXCyW76_2T-18yb6-W1QrFYD8YVQb7W5vCWsh7SzHqKW1FrKxD713TBHTyZDX7QS5KxW8Np8G77bXHFpW6hvQp58vTRmTW3CxV5S5hmqgnW735kWW3CXhQxW7FC1h37NKRJjN8VzZTZmTSH_W7m_FGD4BSYrFVjnXnl2rRZ3hN1q9HR5SQX0bW14Nq_k3r5j1XW8dxy1K1qSKYtN7fpJqsgjVKXVw6nBd494hnGVDwr-53BkmF6W6sbvG59gRwVbW5lh-fx18NRL1f2dL9W-04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Maple Finance's partnership with Aave **integrates yield-bearing stablecoins into DeFi lending**, **listing syrupUSDC on Aave's core market and syrupUSDT on Plasma**, enabling compliant, high-efficiency borrowing against tokenized credit pools. Available on Plasma since its mainnet launch in September, syrupUSDT became a collateral asset on Aave Plasma on Oct 22, **instantly filling the initial 150M supply cap amid surging demand**. This creates **powerful yield loops**: syrupUSDT's base 6%+ APY from Maple's institutional-grade, zero-loss credit pools (proven resilient in October's $19B liquidation cascade) compounds with Aave's lending rates, potentially amplifying to 25%+ through efficient looping strategies. It’s a pivotal step for onchain credit, merging TradFi-backed assets with DeFi composability to create stable, efficient borrowing markets. Since Plasma’s mainnet launch in September, **syrupUSDT’s AUM has soared from $158M to over $1B (Sep 14 → Oct 23)**, a clear signal of accelerating institutional adoption. ![Chart (8)-3](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3269e11b0d47841e4e9fb3711b2b75355c3f5c35-1120x782.png&w=3840&q=75) [Tydro Launches on Ink As Native Lending Protocol](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW4wSP8YWxNfW3gGm6V9kD4D0W805GfB5F3MwQN6YWdrH5nXHCW50kH_H6lZ3pxW2Ql_Dm4dqZgYW4-D79067hrGPN9kCLTBnpD8WW3Lp9hC5btXMDW5pRLvq411yJPVVCm_54hTn-lW8pwhPL7tsRB2W7GDj2j6qYN9HW2_hHSk4T4yHnW7HkMSF50KY5PW6Y3rWb5R0CVzW1SM7wK2fn60bW580FSl3x6fNGW6p-LkM4hmNCDW3byVcQ54Kw85W33hP_v3cDQvpW6B5GQ964_ZV4W4sK9nY1PCsFVW8jWljQ5j9yhVN29ryZmfsLsXW21ZsJH1MmwcRN5CwB1lFJLNSVcLN2p9jv753W63JXPK8_q9yNW5Dcr264fHkzkW8pDs4w7pD6KpW1Jq5vw99cVCZW94qpWc2twch1W3ktY164fSflNW1P4j5q5KWb-mW45t2gK63F0ThV9v4ml3vzqK4dpCBMH04) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Launched on October 15, **Tydro is a** decentralized, non-custodial **lending** **protocol built on Kraken’s Ink L2 and powered by a white-label Aave v3** deployment. Serving as the network’s core liquidity layer, **Tydro currently supports USDT0, USDG, GHO, wETH, and kBTC**, with yield-bearing and restaking assets coming soon. In its first ten days, **Tydro attracted $287M in total deposits**, **$82M borrowed**, and **$205M in TVL**, showing strong demand for credit markets on the new chain. **Utilization for USDT0 and GHO is already above 50%**. Composability shines through integrations like Velodrome for swaps, Zerion wallet support, Chaos Labs oracles for sub-second pricing, and upcoming Hydrothermal from The Deep (launching October 27 with $25K USDT0 rewards per 3-month phase for LPs), enabling yield loops like supply-borrow-LP strategies to amplify returns. Tydro’s rapid traction positions it as the liquidity backbone of Ink’s DeFi ecosystem, and soon, its reach will extend even further as **Tydro integrates into Kraken products, giving users seamless DeFi access directly within the Kraken platform**. CeFi reach. DeFi rails. ![Supply ($)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F75be19d6cec9762a947093d116caccd38d075517-1120x596.png&w=3840&q=75) [Stable’s Pre-Deposit Campaign Hits $825M in Hours](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW4wSP8YWxNfW3gGm6V9kD4D0W805GfB5F3MwQN6YWdt83qn9qW7Y8-PT6lZ3pnW2b2_0_8jHKrZVRScg83Hy70VW4xbHbB3K4Wj0W48nsvS5hLXX1W15yfYr6D8HxSVnK0wW3ldz6YVrXWw48q_lMHW4w_G3L4k8bwXVyNmcK4p3HV1W8rl_-t7G3x8RW1wfZm02Kdxh-W9d0Zm_90GlMtW324xyn5wpC_kN5zWj1wLM3_BW2JlTSr3MdbHnW34jy0B3GNfZ1N74FGvLrK5sKW82KVdz1ZHyV9W4HLKj78NTk3tW2Z7_-N7JgkkcW4N0kC747SR03N3gJr07kDznSW7Yp1tN7B_sG6W37TMvX47Brq7W7zzKSN4s7RRvW5C9y2w4kRBBtf3Qf33P04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Backed by USDT0 and Bitfinex, **Stable’s Phase 1 Pre-Deposit Campaign** for its upcoming stablecoin-native L1 **launched on October 24 and filled its $825 million USDT cap within hours**. The campaign integrated with partners like Concrete, Frax, Morpho, Pendle, and LayerZero, allowing early users to lock liquidity and earn future ecosystem rewards. Onchain data shows **276 participants**, but **activity was highly concentrated: the top 10 wallets contributed over $540 million**, with the largest single address depositing $101.4 million USDT. Roughly 60% ($500M+) of the total was funded by a handful of wallets before the public announcement, prompting mild scrutiny around early access and insider trading. Beyond the controversy, **the campaign highlights surging demand for stablecoin-focused blockchains optimized for payments and DeFi composability**. Stable joins a growing wave that includes Plasma, already live with native stablecoin settlement, and Arc, set to launch soon with a similar focus on high-throughput, low-fee payment infrastructure. ![USDT Deposited (minute)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F63e7790569e72455c0d17124e9ac67452bc3f428-1120x695.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant onchain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW4wSP8YWxNfW3gGm6V9kD4D0W805GfB5F3MwQN6YWdr-5nXHCW5BWr2F6lZ3nfW6xg9TC4d6tq2W1cG97y7NMfZnW3C4lHB4RVLFFW57l_Y_3G8T9MW4yBdbs62v9BPVYq47H1QXpdYN7mb5L0cPWqfW8xcMdq9jlVLcN1dtf4HfZNVhW5J301Y2mmkDPW5Wt1fl43yJDdW8s68lY14NgB0VhY07K4Vtd_GW8Bk0Qy3tk3yPW3-n1fJ5f3StsN8DCZ0LBvfByW775DjC5pZZ52W4pQPbk9hp3yBW2nW0F746H8vmW3S7twJ66RtWWN8CyQNsCf8HMVK9YVk6rTKhLN8ykWM6zfB92VCdsdg74LJzyVVQq2h5Ys6l9W7mz8--6nVsdQW7Pl3N1553XN1W8mP4qH2v-TSYN1B6HzzcyGtmW6ph2fR69N8l6W6hH_1W6HGHf3W6x42MQ6ZJvX9W6WlwMp6Vw-ypW1mLdpJ4Hz5nJf6qtfrv04) . _The data must flow._ Dune Team Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune’s LLM Roadmap: Transforming the Way You Interact with Data - Blog | Dune [All posts](https://dune.com/blog) Dune’sLLMRoadmap:TransformingtheWayYouInteractwithData ====================================================== Recent developments in LLMs and AI are some of the most exciting technological breakthroughs in decades. Countless industries and occupations will be impacted in the near future - and that includes the crypto data space and our incredible community of Dune Wizards. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- News•March 27, 2023•4 min read ai llm ![@Mats Olsen](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff6fc3d29e0b012fb86082c9258f2420dba6974c1-800x800.jpg&w=96&q=75) [Mats Olsen](https://www.linkedin.com/in/mewwts/) Co-founder & CTO at Dune ![Dune’s LLM Roadmap: Transforming the Way You Interact with Data](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F1515aa2dd3dd0e5a31621d99d0b90b588b530a6d-2400x1350.webp&w=3840&q=75) That’s right, we believe LLMs will be transformative to how you work with and understand data - and we’re very excited about what we have in store for you. Today, we’re launching our first LLM feature. That’s just the start though. We have a full suite of LLM features and integrations in store for you. Let’s take a look at our new **Query Explanations** feature, then we’ll take you on a tour of our future LLM roadmap. Introducing Query Explanations ------------------------------ Have you ever looked at a 500+ line SQL query and wondered…. “What the hell does this thing even do?”...... Well, so have we, and we’ve got you covered. We understand that SQL queries can be complex and intimidating, especially if you’re new to the world of data analysis. Starting today, you can click a button to show a natural language explanation of _any_ query. Just head into the query you’re interested in, and click on the new little button at the bottom below that previously intimidating SQL code: ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F88a3f611922e58ae040e618001a8dedb5c4a948a-1600x747.png&w=3840&q=75) Soon, the power of GPT4 will provide you with a detailed explanation of the query, helping to improve your knowledge and speed up your journey to data mastery. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9f0f8bc67132d1a8633da2946d6e2fc72f72f4d7-1600x739.png&w=3840&q=75) Now, you’ll be able to understand the intricacies of even the most complex query that someone else wrote. We hope that this will empower more budding wizards to harness the power of Dune without feeling overwhelmed! #### While Query Explanations are exciting, they’re just the beginning. Let’s look at what else is on Dune’s LLM roadmap….. Query Translations ------------------ It’s no secret that Dune can be confusing. The 3 different SQL dialects and query engines have not helped in this regard. We’re taking steps to improve things though, and recently announced our homegrown query engine and SQL dialect - [Dune SQL](https://dune.com/blog/introducing-dune-sql) - which will help out significantly. Still, many of our most devoted users have racked up hundreds, if not thousands, of queries on both Postgres and Spark SQL. We’re committed to helping users transition to Dune SQL via automated tooling, and today I’m excited to say that we’ve gotten some incredible breakthroughs by using LLMs for the task! Soon, LLMs will help us to make the experience even more automated than it is today. Natural Language Querying ------------------------- Natural language querying is the holy grail of LLM use at Dune. We want to enable natural language querying to achieve two things: 1. Make our wizards far more productive 2. Dramatically lower the barriers to using Dune We’re going to take the user experience to a whole new level with the introduction of Natural Language Querying. You’ll be able to ask questions and query Dune’s massive datasets in plain English, without the need for _any_ SQL knowledge. Simply write your question, and our system will interpret it and generate the corresponding SQL query to fetch the relevant data. For instance, you can ask, "What was the total revenue for Uniswap last month?" and our platform will parse your question, turn it into SQL, execute the query and produce an accurate report based on your query. This feature not only simplifies data analysis for non-technical users but will also _significantly_ speed up the querying process for experienced analysts. The challenging part about natural language querying on Dune is not in writing SQL, but in selecting the right table out of the over 700 000 tables and views available on Dune.com. We’re working hard on novel solutions to this problem. Search ------ Search on dune.com is not good enough. It’s hard, if not impossible, to find the right dashboard or query in between the hundreds of thousands of options. We’re planning to use LLMs to help you sift through all this and cut through the noise. Wizard Knowledge Base --------------------- Between Spellbook and the Dune Docs, there’s a mountain of blockchain and SQL knowledge that Wizards have accumulated over the years. We’re planning on releasing a chatbot to help anyone quickly navigate through both knowledge bases. There will be contribution guides for you to add any resources you’ve written into the relevant sections, so that everyone can benefit from your learnings! Dune <> LLMs = LFG ------------------ We’re excited to have shipped Query Explanations. But as we’ve said - that’s just the start! Our LLM roadmap is laser focused on enhancing Wizard UX and power. Our community will be able to harness these impressive technologies for advanced query translation, natural language querying, search, and much more….. Our mission always has been and always will be to make crypto data accessible. This is a major step towards that, and to making Dune the most usable and accessible data analytics platform on the market. We can’t wait for our Wizards to test these new features out. Go choose some juicy queries and try out Query Explanations - and in the meantime stay tuned for further updates. ### The data must flow, in the era of AI…… Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Enterprise | Dune Scale smarter with Dune ======================= Trusted by teams worldwide, Dune Enterprise streamlines workflows and drives efficiency. Speak to us ### Tailored pricing that scales for high-volume ### Enterprise-grade SLAs and agreements ### 24/7 support via Slack & Telegram Get the most out of Dune's enterprise products ---------------------------------------------- Analytics Hub Tap into the largest onchain analyst community Flexibly query onchain datasets with SQL and AI, collaborating with millions. Datashare Query directly from your own data warehouse Prep, package, and deliver data to the world’s top app developers, analysts, investors, and media platforms. APIs & Connectors Integrate with your existing workflows or tools Flexibly query and transform onchain data directly from your favorite BI tool or AI environment. See how leading enterprises grow with Dune ------------------------------------------ Transforming their operations and gaining competitive advantage [See more](https://dune.com/case-studies) How Sim helps Layer3: One API, Multichain Incentives Layer3 [How Sim helps Layer3: One API, Multichain Incentives\ \ Layer3](https://dune.com/case-studies/layer3-x-dune) How Dune helps 1inch to Make Data Transparent and Accessible 1inch [How Dune helps 1inch to Make Data Transparent and Accessible\ \ 1inch](https://dune.com/case-studies/how-dune-helps-1inch-to-make-data-transparent-and-accessible) How Dune helps OP Labs to power ecosystem growth and transparency OP Labs [How Dune helps OP Labs to power ecosystem growth and transparency\ \ OP Labs](https://dune.com/case-studies/how-op-labs-use-dune-to-power-ecosystem-growth-and-transparency) [See more](https://dune.com/case-studies) Do more with data. Speak to our team. ------------------------------------- First Name\* Last Name\* Work Email\* Company/Project\* Telegram Handle What brings you to Dune?\*Select...Integrate your chain (for blockchain teams)Stream onchain data to your database (Datashare)Large-scale onchain data for apps or researchSomething else What’s your current focus?\*Select...Actively evaluating vendors nowGathering information / planning for later this yearJust exploring options How can we help?\* Submit If you're looking for support or billing, reach out to [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#067573767669747246627368632865696b) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Analyze any Web3 protocol or product using SQL (in 5 minutes) - Blog | Dune [All posts](https://dune.com/blog) AnalyzeanyWeb3protocolorproductusingSQL(in5minutes) =================================================== Learn how to analyze any Web3 protocol from scratch using Dune’s no-code dashboard—perfect for beginners and powerful enough for pros digging into smart contract behavior, usage trends, and composability. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Guide•August 16, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides a guide on how to start analyzing any Web3 protocol from scratch using a custom dashboard on Dune. Key points include: 1. **Getting Started**: The video is aimed at users who may not have any background in Solidity or knowledge of specific protocols. It suggests starting with a basic guide on Dune's tables and SQL concepts if you're a complete beginner. 2. **Using the Dashboard**: The dashboard helps users analyze protocols by inputting a contract address and selecting a blockchain. It provides contract metadata, API descriptions, and insights into how functions and events are related. 3. **Understanding Contracts**: The video walks through how to identify the main contract of a protocol (e.g., Seaport by OpenSea) by checking which contract has the most transactions. It then explains how to analyze the ABI (Application Binary Interface) to understand the functions and events of the contract. 4. **Analyzing Usage**: The video demonstrates how to analyze contract usage trends over time, including function calls and event emissions. It highlights the importance of understanding user behavior and retention by examining new vs. returning users. 5. **Studying Protocol Integrations**: For more advanced users, the video covers how to analyze contract composability, or how different contracts interact with each other. It uses examples like how aggregators (e.g., Blur, Gem) interact with Seaport. 6. **Exploring Contract Dependencies**: The video shows how to identify and analyze lower-level contracts that handle specific functions, such as token transfers, by using the example of Seaport's interaction with the Conduit contract. 7. **Conclusion**: The dashboard is presented as a powerful tool for understanding Web3 protocols without needing extensive technical knowledge. Users are encouraged to provide feedback or suggestions for improvement. Overall, the video aims to empower users to analyze Web3 protocols effectively, using a dashboard that simplifies complex blockchain data and interactions. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 034 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest034 ============= MegaETH $1.39B Sale, x402 Hype, Phantom CASH, Pump.fun × Padre, Farcaster’s Week -------------------------------------------------------------------------------- News•November 2, 2025•4 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 034](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd295a8b308e6c28f3bba2424802d0beca25bcd67-1200x675.webp&w=3840&q=75) [MegaETH Mania](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW-DjX2c8gSDW36Lgcz6fD5_YW1h36Dw5FlMNrN2VVBBW3qn9qW8wLKSR6lZ3lZVwXfL73w6PrSW5TwssP6y1Vt3W1jLFvl42zpRYV6jm3y79NhXKVdZzgv136lmTW5LHPCx3yt8rWN8ly7jGyW9mKW7s7Sns1VdXtfW1B1bdW3-gqBjW5VMqW36njfCbW2DkK227dS_QpW5BLtPg3qQkh8VbvlGg3KRxZtW2mgTvr13VjVYW101vzm1fWdvJW4Dwfg56dS5l2W80LMmw6fr2zjW8BmmKD4ZpBkrN40DXmGxJd3hW6sbdnY4gmKT8W8n88H01zpf9fW2T6BTQ1wtZxxVrWRhT8PV2l6W8tY05g8BLgSvN4K3wfRls6nvN4Q5FZVB66m3W4jT6fD7N_lJxW7FWkYv6Srh6tf96ygDv04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- The MegaETH public sale, a highly anticipated event in the crypto space this week, kicked off on October 27, and concluded after 72 hours on October 30, **attracting over 53K bidders who committed $1.39 billion, 27 times its $49.9 million hard cap**. Interestingly, **10% of bidders placed the max bid of ~$186K**. Around **91% of funds were placed in the unlocked option**, while only 9% chose locked bids. Allocations are set to be calculated by November 5, with refunds and distributions following shortly after. **This follows MegaETH's earlier $10 million raise on Echo in December 2024**, which marked the largest fundraising on the platform to date and sold out in under three minutes. MegaETH is an innovative Ethereum Layer-2 blockchain designed to deliver unprecedented performance as the **"first real-time blockchain"**. The immense hype surrounding the project stems from its bold technical claims addressing Ethereum's scalability bottlenecks, and a successful $20 million seed round in June 2024 backed by prominent figures including Ethereum co-founder Vitalik Buterin, Dragonfly Capital, and ConsenSys founder Joseph Lubin. MegaETH aims for a mainnet rollout in Q4 2025. ![png (7)-1](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F57ed311b418ec2bf504d6baa3a91dbebe11fb5d1-1120x796.jpg&w=3840&q=75) [x402 Unlocks Payments for the Agentic Web](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW-DjX2c8gSDW36Lgcz6fD5_YW1h36Dw5FlMNrN2VVBBC3qn9qW7Y8-PT6lZ3l3W5-BK5P7_jhlXN383mG7V7VG2W1NRl6K4d3MJ1W3x5FDS4KfqkTW4R_kmh8SjSphN18S8ysGJPMjW3DMxh61zTVXxVSPTKn8spVc5W4y41jW5XYg-bVBm9bj6T3Z-JW7FgT8y6LfCGNW4pzhB18ft_4mW4BfhBs3kX5rnW8nqCfN7rpRkTW6cQRGs1zk3cSW589hW23zbm8WN39D7fKyJ5hSW3g-qMM5DBSRWW5ws-Cd6-X1lwW8T1YF66s5GD1W6dCKD-6MQH6gW9kC3TT8mt8q4W122ZHW83JlqMW15qV3W3X-KNGW10tMCr3pvCsFW78ZMkf2z4Tp0f2plw3l04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Coinbase's x402 protocol, reviving the unused HTTP 402 "Payment Required" status code to **enable seamless, internet-native micropayments for AI agents and services**, has exploded in hype this week amid rapid adoption by tech giants like Coinbase, Cloudflare, Google, and Visa. Across **EVM chains, x402 volume has surged** to over $800,000 per day at its peak, **totaling $3.9 million in volume and 3.6 million transactions this month**. Solana contributed another $47,000 across 44,000 transactions. **Over 98% of value and activity remains on EVM, and especially on Base.** A key driver of this growth has been facilitators, infrastructure providers that handle signature verification, replay protection, and settlement. They now process virtually all x402 transactions, led by **Coinbase** Developer Platform (**2.45M txs**, explaining much of Base's dominancee), **X402rs (457K)**, and **PayAI (382K)**. This momentum inspired widespread community discussions on its role in powering the **agentic Web3 economy**, such as **enabling "machine-to-machine commerce"**, where AI models charge per question and agents pay autonomously, potentially making **AI agents the internet's biggest spenders**. ![Chart (9)-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F32a46ded0d4ec99a8e7be157863a2912ac20fb9e-1120x744.jpg&w=3840&q=75) [Phantom’s CASH and the Evolution of Wallets](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW-DjX2c8gSDW36Lgcz6fD5_YW1h36Dw5FlMNrN2VVBBj3qn9qW7lCdLW6lZ3pxN93cVSJ_xl6rW5H1vnc8_pdvcW1DTvHD2CVmclV3v1HQ6ZmbWpW6d5GFK952pknVkqC8x6XBKqXW6PJSB06l2S6PW72t-HZ8wh8g9W1YF64k1_rmrtW7LtYl42cssPgW2pf2Hf8DKjdxW21WM-H7tq4HYW69VtQP54HnKcW5kxG6N7nHZh2W7LPkC94ZM_v9DtdqLtDdcGW2JBj8H67SR-5W3R7HLv9j-zySW7N_LYD34tFNTN46nYywrlMqVW5bNy_f5FDgr8W5RWv_Y27BqvfW6kmvhv8JCG90W37CLgT5pfgPsf6BpH8s04) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Phantom’s launch of CASH, a USD-backed stablecoin on Solana, marks a new phase in **how wallets are evolving into full-fledged payment platforms**. Since its **debut in late September 2025**, **supply has climbed to $76 million across over 3,000 holders**, with **daily transfers often exceeding $50 million in volume**. CASH was the **first stablecoin issued through Stripe’s Open Issuance platform**, acquired via Bridge, which streamlines compliant, app-native stablecoin creation. CASH is open, neutral, and fully backed 1:1 with USD, **allowing platforms that originate supply to retain 100% of the net revenue it generates**. Within Phantom, users can now fund accounts instantly, send funds to friends via usernames, use stablecoins in DeFi (Kamino), or **spend globally through a Visa-compatible virtual card.** This follows **Phantom’s earlier integration of perpetual futures trading powered by Hyperliquid**, which quickly became one of the largest venues for Hyperliquid activity. Together, these developments underscore the **distribution power of wallets**: by embedding issuance, trading, and payments directly into their interfaces, **wallets are becoming full-stack financial platforms**, and the primary access point for stablecoins in everyday use. ![CASH Supply](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9d9844669cad14d1b6a25ea66b46930d5081f1dd-1120x763.jpg&w=3840&q=75) [Pump.fun Acquires Padre, Expands Beyond Launchpads](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW-DjX2c8gSDW36Lgcz6fD5_YW1h36Dw5FlMNrN2VVBBC3qn9qW7Y8-PT6lZ3nkW2sl4HL7gYzHzN6pYfFvPnkJyW7Yf9FP97dNryW2Qx74r4sssQNN1BWtclyJFR_W6hw7lc3YBXsrW5qZNxZ17Fs66W2NMQyg5TQsfbN4BXKDTYXjXZW4-C69976RbgvW1DcKSk8pyN15VpCcBj3nZNPBW1vpBZC5-4m9vVfcqjx130msJW4-21xC7n1Bw2W3kwyS27XbbYcN9k3qG85fs9HW1xF1kh4Nmh_nW8py31v2-rNWtW5YpHSS6YDyYfW96YXfK53ms5XW29Nktx7hqh1jV5Vpyg96N_hdW8FGFtn31L0vqV_13M26BCHtxW20WTW08pXBdxf6BRz-004) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On October 24, 2025, Pump.fun, the leading Solana memecoin launchpad, acquired the multichain trading terminal Padre for an undisclosed sum, its second acquisition this year after Kolscan in July. The **deal strengthens Pump.fun’s trading infrastructure and expands its reach beyond Solana** to Ethereum, BNB Chain, and Base amid a cooling memecoin market. **Padre**, launched in July 2024, had processed over **$1.1 billion in lifetime volume**, **6.8 million trades**, and **40,000 users**, generating **$10.9 million in fees**. In the past weeks, Pump.fun reclaimed dominance in Solana’s memecoin ecosystem, capturing over 90% of daily token launches, graduations, volume and fees. This move signifies **Pump.fun's ambition to own the full memecoin ecosystem stack**, combining launchpads with **professional-grade trading features** like low-latency routing, real-time data, cashback rewards, and multi-DEX liquidity, to attract serious retail traders, **diversify revenue streams beyond token launches**, and solidify its competitive edge against rivals like LetsBonk. ![Volume & Fees](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F89f5010503a339226b07092f4afb0af6d0374ce2-1120x740.jpg&w=3840&q=75) [Farcaster Surges on Clanker Integration, Warplet Frenzy, and Pro Growth](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW-DjX2c8gSDW36Lgcz6fD5_YW1h36Dw5FlMNrN2VVBCb3qn9qW95jsWP6lZ3kMMCVrLr2PCZXW1Ptk-91zD3P_W6mwHF35q6_f7W5gtwrs3m4M6vN2mKswmg6wSTW5FdzqX1BnW1FW8WsJFv462Rd_W1bZ8qP88p926W4_YmFP27zhBsW5mVCG23pLBh-N3r1BKvHyn35W6_mwTK8J5HK2W76VKsv1CVPlGN67vsY5vSxWxVDzYFG3qT73tW9f-7jm4-K8y8W1PY6ZK5ZmlmzW6QVSFc9c2CYrW2p5SkY6N7wNcN8xwwJSpFX67W1KXHYt59XxrDW3m84wf2pSPY4W3sfTY06vF2RkW1DQG7T3qdntqW63vxTl63NtKhN1x0G0FJZNQxW416s4j42YBKDV_mz925dc-6wW79PkWR529XGyW71rl8p940q-Mf2wcYJY04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Farcaster had a breakout week driven by major ecosystem moves and surging user activity. It began on **October 23 with the acquisition of Clanker**, the memecoin launchpad on Base, which **hit an all-time high of $140 million in trading volume over October 24–25**. As part of the integration, **66% of Clanker’s protocol fees are now routed to $CLANKER buybacks**, while 7% of total supply was locked into a one-sided LP position to support liquidity and reduce circulating supply. Since the deal, the **Clanker + Farcaster LPs have generated over $973,000 in combined fees**, including $573,000 from LP positions and $400,000 in protocol fees, **growing Farcaster’s treasury to more than $536,000 in $CLANKER** and **reinforcing a sustainable, onchain revenue model**. Momentum continued on **October 25, when Farcaster opened free account signups**, removing the previous $5 fee and invitation system to boost accessibility. **The following day, the Warplet NFT mint,** a DNA-based, profile-linked collection, went viral. **Since Oct 27, Farcaster added 37K new pro subscribers generating more than $597K in revenue** and signaling strong product-market fit as **Farcaster transitions toward a sustainable, composable social token economy** anchored on Base. ![Daily LP + Protocol Fees](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fba4aa94b7dfa1410f957fee9b4a0283931ba12c2-1120x733.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant onchain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW-DjX2c8gSDW36Lgcz6fD5_YW1h36Dw5FlMNrN2VVBzq5nXHCW5BWr2F6lZ3mbW3n16hD1ywrTdW3d99FF3vq5W2W2gspy28K-JZXW666jx05BB7GwN6j_5Jr_byc3W3yF-By3qFRqsW5T0Yw14yYcBlW2rBh678QNzFBN5kDHgb_Py29W4Zt0KT2-b4l2W3PJJ3p66ppCcW8P_2jD7_hwq0W3hy_dS3W14WDW8_GMws83SX3xVwzxYl7rZbvkW2JhRH24bq9LXW43WkRx4X12BBW322sKK1cgYQyW6d6HxJ2DMLhtW2H3H4m8xVxkgW3lVgq58rQmLvW27sdft31f4jbW78KX2n1ppBgWW5X7KZb6QC-h1W4DYdw34R4CYJVQsqFk1HLvq4W18Tzng4QcDnwW10XYzl7QrBjYW177Tpj93lKr2W1_GNrY5ljkBpW3PJTzb1zNtxZW6gT6cV5xMbTGW57CvDY5tV7PTW24SSV-2B48SRf6W_q_204) . _The data must flow._ Dune Team ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. 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[Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 024 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest024 ============= Heaven, Jokerace, Football.Fun, BENJI & Kiln DeFi ------------------------------------------------- News•August 25, 2025•4 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 024](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe8e4c587f3f2f8c10e1012495953e84fc0dc7872-1200x675.webp&w=3840&q=75) [Let There Be $LIGHT](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh8l3qn9qW7Y8-PT6lZ3mcW5QthcF9dgygRW8CdM8X6W39GZVhHJdx7q7w56W9fW_jh9hFfT3W94Y2yQ4DRfMXN6-6MW_ZxnhZW6d8NbG1d-wF9W79L9ck2Hk-y8W4zzBZ65S8qlJW2_n6mD7sbf3ZW51NF2q2kPKdjW6HvJ-F2wjkCfW48nVSp2GqY5GN1C3TFlg0jJ5VyW-MB8dwg5KW6bX_J49jmV4NW63sG3z7WX2tsN5SxHnjq69-SW3ytD7Z5_M3y0W96jDSj3Kb6GmW8sT3yr78QpkNW69h2FX2q9wg1VxtDxj2ctp49W36GFVH8tbQclVKkm7w2FrgJlVSgldw6hCHdGf4939sn04) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- [Heaven](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh823qn9qW7lCdLW6lZ3kyW7zq1zg5tLQcSW3XZwyz6914f9W8jbldz18qlknW5Nydbj1nD-_zW1d8FQk8wSLY6W3mn8cf6_S83lW8SDS_G47LVY6W26vjv76g-X3wW2bXmFL2cF4K7N7r46wWg1PV9W1Vrk29266Cq8W8FvPLD6tJMKQW8Y-VHG74xZCDW7YXl18495GFXW1_LnYV1WVD9QW4r5tvQ98GHR_W3zQkVv4CmS1dW30qYF96V3kLYW85BqHm1_0518W2Br7tL7NN3T6W7RXvT-9lrQKVVq7-Wh7_6tH4N8nt1j2yS4BVW907DrK5WvKhtf5KxfVF04) has quickly emerged as one of the most talked-about platforms on Solana, **blending an AMM and launchpad into a single hub** for meme tokens and new projects. Its key innovations include a **“no bonding curve” design** that uses **virtual SOL to provide instant liquidity** without migration, a **permissioned fee structure** that protects legitimate creators while blocking scams, and “the god flywheel,” where **100% of protocol revenue is used to buy back and burn $LIGHT**. This creates a strong _deflationary loop_ that has already driven **$3.6M in buybacks** and **burned 3.5% of supply**. The platform shows significant traction, with **308M lifetime volume**, 35K tokens launched, 108K wallets onboarded, and over 26K daily active users generating $34M in daily volume and ~$370K in fees. With $LIGHT now at ~13K holders and a $147M market cap, Heaven represents a new wave of community-driven, high-velocity DeFi models, where exchange activity, speculation, and token value creation are tightly fused, potentially setting a template for the next generation of retail-driven crypto platforms. ![Chart (2)-4](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F6106590e9b012fd1868805b7411cd59cdb7f8e07-1120x645.jpg&w=3840&q=75) [JokeRace Breaks Out with Persuasion Markets](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh8l3qn9qW7Y8-PT6lZ3pQVkDcC09cj9snW586r7c4cdDn1W42Z4pS1XvwTkW5SfRW24PXTRtW4tFjcv2ND5_lN6_8hR5T9qHQW5RvZ6t4h_yCyW4dzMdF1gsnjhW1PJcKW2GN_LNW4ztPv_3Dpf_vW5XDt0l6fXvr7W6Q2DWP76pP0HW6QyW_N4PsdxfN4cdlSC3HSzFW5dzRS55cNT8DW8Msgvj18mpkYW8rbF_X7bQ-KhW7lZZfz6GjTw_W4kS4n21Gn3jdW1y0PHb61NylSW8Y33Qg4mzxcVW3n9PKj3LWvbYW7XGkvS82Q4BcW6Yjp1T6c51_qW2W3Tl73_-G4bW3DfgpV3Q9VqVf4P24Qg04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- [JokeRace](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh823qn9qW7lCdLW6lZ3mzW13KxKW7zYQB9W3H6pqh8CSpN0W1Glb1y84lgC_W100svh1gGGxrW6Cd8_q8g8-4GW3kssv55V4brgW8J6yNW9cBTtVW8B6VQ211jTslW1-TLN617yMB-W37VpLM6h4QRLW41K_fw2gLm65N4nSgtfqZ7N2W3mFmV24CBbzbW4vWcbh4wBSJdW9jvTC-2PBXhRW6Md-Z53lgDM1W3LMSbF3tBnk3W1V3m9D4BLbXwW5jy6Gw5YglV0W29SsHM1WBlZfN8jJZJg__h8QW4CWB9C3KFMFBTC8tX6m_hbVW16Y8B75kpDCJf806tYC04) has undergone one of the most interesting product evolutions in crypto, shifting from DAO hackathon tooling into what it now calls “persuasion markets.” Starting in 2022 with crowdsourced voting experiments, the app reframed in 2023 as a contest platform for tokenized communities, adding monetization and token-gated voting. By 2024, it leaned into being a social product with customizable reward mechanics and multi-chain expansion. This year, it introduced **vote-to-earn v2** with **exponential price curves**: early voters pay less, earn more, and can persuade others to follow, creating both higher upside and a more engaging game dynamic. The model **flips voting into a prediction + persuasion market**, where users are rewarded not just for being right, but for being early and convincing. The data reflects traction: **46K voters**, 12K entries, 7.8K paid submitters, **55K paid votes**, and **$1.86M total spent**. Crucially, most of this has come in just the past two months: $77K spent in July, **$1.6M in August**, with **protocol revenue hitting $165K in August alone**. The emergence of persuasion markets signals a broader trend, social consensus itself becoming a financialized game, where communities don’t just decide outcomes but actively speculate on them. ![JokeRace Total Spent](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F0876c6f6bf6a0e65c0f2d13b014f0e2a8c3cce1a-1120x653.jpg&w=3840&q=75) [Football.Fun Reboots Fantasy Football on Base](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh8l3qn9qW7Y8-PT6lZ3nJW6JCSd04RskS7W3f4r_h6BZZ9BW7msgwg434MynW4LG6Ph5DqJgYW7BBMHl1VK68YW3xvq_n2HtWSLW1CX9XN7FzyK2VDB_cH5XWMjxW4RjcZ5994rWhW51nXgs40K1DDN8KLXh57bBHQW3H1LGs5L4S72W1JpMGZ3kRs8cW1TybMy7YWKJ2W3HFScL1Mlhc-W8WdWp31Ll7v3W4P3zKz1mb4L9W3g_Y0j3R62KZVJ1R8l3bZBtWW39Gkd65grzH7W2hTR9k6Pn5xPW4x1qHD571RQpN381ZHzf4DpqVX33y48F1cvhW8hwqZz1NtYqCW45hzJH4h0sn-f5SYH2H04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- [Football.Fun](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh8l3qn9qW7Y8-PT6lZ3nnW911tXW5VYLtQW8K2-wd6910Q9W1xtRbG7NVvWZW47Rk9R5mMN-tW7ljtMG2kY6JqV96PgK8Yr9jPW1lR9lx7qzvJ1W18JwXw6LQ2XMW5fHp--1Gm2QpN3JCBCdkjm_TVYC_nJ4NqTthW4XCcb57wdvwCW90Kk3m3S0gHGW4p_J-f2Pq70gW49LDTc74xyrJN2KvrgTD29l1N85Z0GpqVSQvW7nwdpS5644FCN79g2cB1RYjFW1kLdFM5gFzNlW7pHwc799sqFQN1x0S69Z5kvVW7LFKdk8wN0hDV8jtRG961PSvW7RGwvF2HqRhHW6hD0g51vrVL3dZR7Vb04) is a fantasy sports prediction app built on Base, blending fantasy sports with onchain trading. Like Sorare, it lets users collect digital representations of top European players, build squads, trade them in a marketplace, and earn rewards tied to real match performances. But its design introduces key differences: instead of seasonal NFT cards, **players are represented by fractional token shares with fixed supply**, ensuring no resets and a **more liquid real-time market**. Progression comes through pack openings and skill-based leaderboards, creating both familiarity and fresh mechanics for fans. The **launch of its Pro version** has supercharged adoption: **1,985 unique depositors** and **$3.5M deposited** to date, driving **$5.9M in trading volume**. Beyond the numbers, Football.Fun reflects a bigger shift, the fusion of fandom, speculation, and gaming into onchain-native experiences, and shows how Base is emerging not just as a DeFi hub, but as fertile ground for viral consumer crypto apps. ![Cumulative Volume](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fdbfe6430c5085a2b9677c90b0e41ee0bdbfd9bc5-1120x649.jpg&w=3840&q=75) [Tracking BENJI, Franklin Templeton’s Flagship RWA](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh6T5nXHCW50kH_H6lZ3nHW6nh_5q3HRhfGW4msCtB4-DwGJW24RYNj2CdvhGW2ctrMC2dNBtjW60K9Mf9gm9ZLW4XBHsl8kpDmwW3F_T2t2-2SNJW7RhvdR8BHplFW2b6D0t27QnvRW3fm5D553SCYzW2t4XyC3vWbLXW1NV6P62wHp2VW7_rHXp6QP5l7VHnr5J5Mqk0XW5lPGPM22sZjlV4q3hF2S3T5WW8gSrqK8Vb0tgN6Nwb2cFNl47W5Z--bL57MLcJW3-9XX95yy8fzW1Rnb--7tyHQlW4yltbw4mbj4MW8Ljjdj4nYK81W5Q596J99x0b3W6Dc4rD6666M1W1BBPZJ7j4LN6W8y0nxl8NqGK8W7n4yqt3RnNtjVFY81k1K2H0wW5kczxC35_FwcW15G_b33zvGL5W2pZdXY6kddZdf5sDl2n04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- [Franklin Templeton’s](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh823qn9qW7lCdLW6lZ3p6W69HRgQ6cBQc_W2kGTXY9bQ3bZN8dSB5RcHkkBW3kvP5c5R3XyKN2XMsQdKrHmpW4GMPd12ygfvLW3JQ2Rt76wMvMW2dL91D6LgYtBW8Rc6471fKdP2W8bJpJV6gRsMdW7fPxwc16pHbhW3H4WtF5VjSQQW7WLCNY2LvmXwW17v1g91qGJSGW2S69TN71yCxQW5Q3rvh6JFLpYW1Vdgkj9kdRjPW7jL69-8wv4ykW6XBMnS1FDkrtW1hN2Pk6tmybKVhdYZp3kgndFW95l55c4pMJ21W86N7r955BNFSW7xypX_55mgPPf742_1604) BENJI tokenized U.S. Treasury fund has become a flagship example of RWAs moving onchain, now managing **$686M AUM** across **850 investors**. While **Stellar hosts ~65% of assets**, recent expansions to Arbitrum, Base, Ethereum, Avalanche, and Polygon signal growing **multichain adoption**. The fund has already paid out more than **$50M in dividends**, maintains a steady **~4.1% yield**, and has processed over $87M in P2P transfers, showing how investors are actively using it beyond simple holding. Entropy’s dashboard captures BENJI’s scale, cross-chain flows, and investor behavior, offering a clear window into how one of TradFi’s largest institutions is driving tokenized money markets into the crypto economy. ![AUM Breakdown](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fbf0384bfefa7643e657755bb3917b3b55ce3215e-1120x687.jpg&w=3840&q=75) [Kiln DeFi Product Growth Fueled by Wallet Integrations](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh823qn9qW7lCdLW6lZ3pzW6hK84v1b3G0TW8cTzMP6gYsnSW3cxxnH1JrLG8W86m6_t4Fhk2GW5Zlgb118qQN-W3nwVRg9hqDYCW2RjlRs9j1CmVW8bxFx74NLrjfW34XvZX8s8gH9W1Ytxqq2v3g-DW7xH-LK4dT8rjW76ZB-S1KwjHxW38-mHX4l4yNbN73rQkKWG86MW28h4z-3LT38jW3y0Ggr3RhHxZN6mj68wp49MKW2WSkQ92m51HtW4mlVql1Cjl5GVHgNBH6ykX8NW5qXJL35Pnxy8W76nPHg6xBfn9Vfp3w_7bJysVN1sQh54Hv7ncf4Kg5lj04) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- [Kiln](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh823qn9qW7lCdLW6lZ3nrW8BmHJb946PN_VZYnz77jp5VcW8d8Dy65V2vZRVNXP9s5KsVHCW58sfL51-zRWHN2WjgSJzvTXcW7k6SD699jBDnW6Ztl114S5_c-W403xfx5tKntSV9f4TQ1xk1lqV_Lgj58KKyKrW95-4y922DnqLW2k92Xt45Jt-SW98wkmr2MW9fHM6fcJbfX5P-W7tDPjS2Hqf7NW22J0575GJv-ZW3N8nTX7QBryyW99FXKr3YBS90VW8w5M1989fPVTD3WJ1cwjdGN2knwjnPGjvSW2K6CKf9chzfKW7K6vrk2nBb2kf32RPK-04) DeFi has become one of the fastest-growing yield products of 2025, with **TVL climbing from <$1M a year ago** to $18M in April, then accelerating to $178M in July and reaching **$395M by August 22**. Growth is driven by **wallet integrations that embed stablecoin yields** directly into user flows: **Ledger Live (63% of TVL**, $250M+), **Trust Wallet (26%**, $100M+), **Safe (6%**, $24M), and most recently Bitpanda’s DeFi Wallet for 7M users. Deposits in USDC, USDT, DAI, and EURC are funneled into protocols like Aave, Compound, Morpho, Spark, and Sky, offering up to 9.9% APY in a non-custodial, SOC2-compliant setup. Kiln’s trajectory highlights how DeFi is shifting from protocol-level UX to embedded yield as a feature, with wallets and apps emerging as the primary distribution layer. ![TVL over time](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa4c6b26014e4e914c80b051af0cbd3c1c23ee0d3-1120x673.png&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant onchain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWkKq14QxbdfVvFWT78X511YW4gSXWJ5BzK__N8Zqh785nXHCW5BWr2F6lZ3m5W32g-yd2yfWXnW4qKjrW4nkswjW4vvKHy5W4pBXW3pxnTm5HwHYgW5_TL_f3387NXW4w7PVx1--s04W8LF1Lt8KrPRWW4MWWSq2MBVz3W4WX56725mP90W8HBH6C8L84R3N1pQ2lSmpyNTW6QCCqW49fXBGW2lZwgW54GzjZW8SPKSk7XG9-1W2kx5tx73WLCsW8VY03f2d6SJRW91SrqS779XQDW4mgFMV4ZPf58N2DHMxC9trqyW7m1Pm11T6m2YW4VnlR_2VXvK2W8Pgh7Z6cQLGyW5KT1y57JR_NVW8fbG165r2gjBW4891FP5-5qBLW16rXfb1FL6p9W7wsFH_7nVmqWW7v4NZT34NZxTW113l-61kCsMPW5Mrs8M2yGGtTN1x6_3WjKcZ_W4vLWvd6MlwKgW7Ml4nK8bTQ70W3V58X981H641f1PwRFx04) . _The data must flow._ Dune Team ‍ Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # How you spend credits on Dune is changing - Blog | Dune [All posts](https://dune.com/blog) HowyouspendcreditsonDuneischanging ================================== We're improving how Dune credit usage works to ensure our platform is fair and enables exciting new capabilities and features. ------------------------------------------------------------------------------------------------------------------------------ News•October 20, 2025•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![How you spend credits on Dune is changing](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F13f72d10ba1dcdf4d5ecc5878055e896b4a02bd6-1200x675.webp&w=3840&q=75) ### What’s changing and why? Historically, our query engine charged a fixed number of credits per execution, a simple approach for analysts but ultimately **unfair and limiting**: simpler queries were overcharged, complex queries undercharged, and query timeouts restricted capabilities. As Dune adoption grows—spanning over **100 chains, complex tables, and new ways to consume data through APIs and dbt-style connectors ( to be announced) —both we and our customers need pricing that scales with real usage**. This new engine brings that flexibility. **Your credit system remains the same, but now when you run a query, credits are spent in proportion to the consumed resources.** This means that small, simple queries will become cheaper and larger queries can run longer (better timeouts). **Key benefits:** * **Usage-based** – Pay in proportion to actual consumption. * **Efficiency** – Incentives to write cleaner, optimized queries. * **Scalability** – Sustainable future support for larger workloads with longer timeouts and advanced integrations like **dbt**, **Trino REST API**, **SQL Mesh**, AI-driven workflows, and expanded connector options to come in the near future. * **Monthly plans**: New pricing of $75/month, up from $49/month, takes effect at your first billing cycle after October 21st. * **Annual plans**: New pricing of $65/month ($780/year), up from $45/month, takes effect at your first annual renewal after October 21st. * **Review your usage.** Check your query volume and costs to understand where you stand before the change takes place. * **Optimize your queries.** Efficient queries save credits and run faster. See [here](https://docs.dune.com/query-engine/writing-efficient-queries) for tips. * **Pick the plan that fits.** If you anticipate heavy usage or notice overages, please contact our sales team at [dune.com/enterprise](http://dune.com/enterprise) to discuss the best plan for your needs. Enterprise clients receive **favorable per-credit pricing and customized support**. * **Cap your query costs.** Use our [new feature](https://app.arcade.software/share/C60r4u7ESOp5RXRuzbSN) to cap the amount of credits you’re willing to spend on a query. * **Set overage limits.** Configure your overage spending limits to control costs. Learn how to set this up [here.](https://app.arcade.software/share/so8QGM4H4MU0OWRWhNe9) **Questions?** Explore the documentation page [here](https://docs.dune.com/learning/how-tos/credit-system) for more information and FAQ. Have questions or need additional support? Contact us: [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection) Contents [Explore Datashare](https://dune.com/datashare) Contents [Query onchain data directly in your data warehouse\ \ Explore Datashare](https://dune.com/datashare) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Query onchain data directly in your data warehouse -------------------------------------------------- [Datashare](https://dune.com/datashare) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 026 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest026 ============= Arbitrum DRIP, Ondo GM + GLXY, Limitless, $WLFI, and Pokémon RWAs ----------------------------------------------------------------- News•September 6, 2025•4 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 026](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe8e4c587f3f2f8c10e1012495953e84fc0dc7872-1200x675.webp&w=3840&q=75) [Arbitrum Launches DRIP for Targeted DeFi Incentives](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MX1rCpYDnFpVRv_976TcgDZVyCbyQ5C6L46N8tN9Dx3qn9qW95jsWP6lZ3mGW6wVfwv1lwFVSW2GDTp82L2wR1W1bG1cT1q-GMNW1yFHhZ9bqQLmW8pfchR7XzMN9W7wzvrn7cvxjmW4Fwf978PgtN8W5c4L5p6yNNg7W6nQGb55-BB5tW51k04f5L7JL6W62Lfkp2wnjN3W4FC8hf5SHZwbW2GTMMP4HsFK8W3Kd1LD5lRHmmW21XnKR8nVbmfW1g6srN5DhDtmW6wtntK3Q9W4QW7QVkbW6Ssz04W7V5nPD51NH9rW3QWZzF34DNjwW2-xBGY9hMwngW1Cz1Rn3b6LRcW8kPVmq6TSvlmW7Z7RXD28zp5mW4-VHRz8TdqJKW7FQMJ77NPgm6W85SfvR4G3wvPW5-_h_K8flHxHW34LfVL5NbQC8W4qD8Dv6FmnBgf54VSrb04) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Arbitrum’s DRIP (DeFi Renaissance Incentive Program), launched Sept 3rd, is a four-season, ~$40M (80M ARB), protocol-agnostic, asset-focused incentive scheme that **rewards measurable actions rather than raw TVL**. **Season One targets leverage looping across lending markets**: users earn ARB based on time-weighted average borrows of eligible assets over 10 bi-weekly epochs. Unlike “spray-and-pray” protocol grants, **DRIP is designed for deeper liquidity, stronger composability, and stickier TVL**. Early data shows positive momentum: **total market size** across participating protocols (Aave, Morpho, Fluid, Euler, Dolomite, Silo) edged up **from $2.57B pre-program to $2.73B**, with growth driven largely by USD pools showing strong cost effectiveness. Beyond market caps and volumes, _DRIP is already connecting the dots between asset types, protocols, and liquidity_. The campaign has also catalyzed **new token launches on Arbitrum**: **syrupUSDC** (Maple’s loans-backed stable), **RLP** (Resolv’s leveraged, delta-neutral first-loss token), and **thBILL** (Theo’s low-risk RWA bill token), quickly reaching $9M, $5M and $4.3M market cap respectively. Meanwhile, **sUSDS** has seen the fastest breakout, climbing from $4M to $19M market cap. Designed by Entropy Advisors and powered by Merkl, **DRIP also provides full transparency via Entropy’s Dune dashboards**, letting anyone track allocations, efficiency, and outcomes in real time. ![DRIP Season 1 _ Protocols Arbitrum Total Market Size](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F1286e792088dbfadd126d105ae54d1ac6c3f0683-1120x701.jpg&w=3840&q=75) [Ondo GM and GLXY Push Tokenized Stocks Forward](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MX1rCpYDnFpVRv_976TcgDZVyCbyQ5C6L46N8tN9CY3qn9qW7Y8-PT6lZ3nqVg_DZY1M93cKW4CfHCT7f4LgCMNpB_SH2LzlW2Fgbfq4kSnzbN4HzQSNP4ldwVRxq2R35z-d4W7_BRHX3rBGPvW1MT0dR9g82k1W8vl3St4ffgRrW8mjwxF9l_wGRW9hvgbD3DR6Y5N72dKC5NrjP8N65c7T0CkVPrW7pz51d6tsDL9N983qjXVW37CW6z3BRy2NPCrNM8RHlDV0lTRN5t5X-YgjWpJW6pV94h54nv4QW1QqsXp5dV-5rW3yfDq37NVXJ9W3Cf-pY8plm_2W2d_1hC7v4HRCW7CBbZ375NTXrW1jwp8x50ywcHW5kl86H4MzYVyf3C2_PC04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- The tokenization of stocks is accelerating the fusion of traditional finance and blockchain, offering 24/7 trading, fractional ownership, and DeFi composability while navigating regulatory guardrails. On Sept 3, 2025, **Ondo launched** [Global Markets](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MX1rCpYDnFpVRv_976TcgDZVyCbyQ5C6L46N8tN9Dd3qn9qW8wLKSR6lZ3pzW18KR-k28lYdFW1JjSJC8KvKVWW49hyq57lCF_hW4fjlvS1dZDNMW6Cx-Xf4Hy_xrW6vBF-J5ZkkqZW8ykynq1fMv7HW5dT50_4W8ScRW4fttqp4SVnbYW4gvhjB8fT5B7W2h-F2_93WrgFW5rM1Ld5VcsFHW6FSc-98zRpWLW4t0XLQ81V85jW7ZqT0Z4ZpsKWW81j0Rq3x1nQfW8Fw_h56xlswxW1X2r5X7n7xHYMG2p8CzD_6xW2zGGLk3x368nW8wjFnn8387k3W642yHg3gss0sW5L_c4m3x3VKgVT4wcq2wntPtW36zSHy7sDf3GN8X4L3m9hs9DN8h3KGdflX3hN6vfFkt4RpLtf2DlHRM04) (GM), using “Directive Tokenization” (transfer-restricted tokens as instructions to a regulated broker-dealer) to bring 100+ U.S. stocks and ETFs onchain with direct exchange liquidity, no wrappers or SPVs. The following day, **Galaxy Digital**, in partnership with **Superstate**, [directly tokenized](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MX1rCpYDnFpVRv_976TcgDZVyCbyQ5C6L46N8tN9Dd3qn9qW8wLKSR6lZ3pJW4-H8Gl3rTHyPV32npH6ZLv3gVljfP-3pFMFxW2Qw8qF6sFCqBW7bjYts7PsrRvW7pl8GY4QB-hgW2Sd7nR1sS0tCN6d7NnRJwLm8W13VXjb3tV_mVW5JltlZ8rTKPrN2s7Z-cF4tJJW2Jz_TZ1XJvZrW28z9sn4DTQDGW85kZNZ7--fMRW1SNCqw5wg-_-W4tfYRN9h-M2rW4Ff3LW6_l5c-W3Fk-xD1TqphpW6pPWhL6k6HF2W5tYtCV7rMjh3W6FsGHt17bnrdW9fzht57Lk74tMy920--ysF2VxPG9D3Brl4XW7ngtv7336C5QVSXvQw8zfBRNW3yx-4c66p_1DW5hCXJv5GkFskf87C9mb04) its own Nasdaq-listed Class A common stock (GLXY) on Solana, delivering SEC-registered shares with full legal and economic rights, self-custody, and bilateral transfers among allowlisted holders, distinct from synthetic or wrapped assets /SPVs by ensuring direct ownership and compliance. **Ondo GM’s TVL has already surpassed $63M**, with **ETFs like SPY and IVV leading at ~56%**. Viewed through the risk–yield curve, these launches mark the next step after treasuries and private credit, shifting from low-volatility yield instruments to higher-risk and higher-yield assets and from synthetic exposure to regulated, direct ownership. ![TVL (2)-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F1e3c5ec69264a6346f66f0c08dd6e0072c7d7a5e-1120x645.jpg&w=3840&q=75) [Onchain Forecasting Heats Up with Limitless](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MX1rCpYDnFpVRv_976TcgDZVyCbyQ5C6L46N8tN9CY3qn9qW7Y8-PT6lZ3n9VJ7LV63h3nv2W4vNyR-9czGWFW400hYx5ZBvgMW44RgXn4WRJ-XW3d2Gk23DGZPhW93CW75185J99VG8rH0428-X4W17nBwB8FltTNW1mSX3b59yr-vW8dpb_M4B0815W5jXg955TMLJqVp51pT6y-sf5W2Fl8nS6WRBccW6kNTYs8YSwzLW2QXCDx1wNr6wW8mkCG17fG7xZW7L-QZ-61dFYsW30Rkv_2MhnpwW15Kx-88_8TgTW3lHBg71Z6nF0W6f5MqH9f1_GPW2bfn6C61w_xMW4pQsly3hTP5mW7m6qYd5wWst0V3xyPr1Y1hZrW3yghWx3ZKKj3f3zVLnH04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Limitless, a decentralized prediction market on Base, has reached **$297.7M in lifetime volume**, with **~97% coming from its v1 AMM** ($289.9M) and $7.73M from its v2 central limit order book (CLOB). **August was its strongest month** yet with **2,172 monthly active traders** and **99,216 trades**, while **cumulative fees total $104.5K**. Notably, the v2 CLOB is accelerating, monthly volume climbed from $0.46M (Feb) to $2.47M (Aug), with $0.48M so far in September, on the back of an order-book UX, real-time expiries, and permissionless, user-created markets spanning crypto, stocks, and events. The surge follows a $4M round (Coinbase Ventures; Arthur Hayes advising) and lands just as **Polymarket secured U.S. clearance**, setting up sharper competition and strong mainstream tailwinds for onchain forecasting. ![Limitless v2 monthly volume](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F0fe6d8b2ac0a3e40fe4d995cebe45517355b7c3a-1120x686.jpg&w=3840&q=75) [Trump Moves Beyond Meme Tokens](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MX1rCpYDnFpVRv_976TcgDZVyCbyQ5C6L46N8tN9CF3qn9qW7lCdLW6lZ3mNW3hZ9Vb1yymklW5gS2mH2xJ-LJW2_pvRR251GXvW7xHk3x7MSbrcW6x4rBQ4RvxxHW76XCqM7mS08jW7CKXxs2QHpVkW5HpgBD7n5vRCW4sPp426QtF8BW6LX6Tn2XW6w9W5zzP1c1kzfKtN2_Qkf5pZzlmW1ljZm71nqJg2W61kLgm1lR-F7W60gW0V4bVtjgW5gtyWL3pjSgXW7rqwlD781grDW7ZKMT46tFq30VFQK9p53z7QrW3VdLNb2Bpz6qW7cHGMj6ThfJjW7rvxL31h7fShV6GSBx7DzjMhW3SbbVQ1Zn_3gf6Vys8804) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- World Liberty Financial (WLFI) officially debuted for public trading on September 1, surpassing **$260M in DEX volume on its first day**. While trading has since slowed to around $330M cumulative volume, the trend is one of accumulation, as most trades skew toward “buy” rather than “sell.” WLFI now shows a $19.5B FDV, nearly 100B WLFI circulating, and 76K+ holders in its first week. **Distribution**, however, **remains highly concentrated**, with the top five addresses holding more than 70% of supply. More than 85K addresses received the initial USD1 airdrop (~$4M distributed), and WLFI also burned 47M tokens in early operations. Its lockbox holds 20.9B WLFI, with a planned 4.18B unlock this month. WLFI governs the ecosystem and its flagship **USD1 stablecoin, whose supply has climbed from $2.1B to $2.6B in August**, following expansions to Solana and Tron. That growth has made USD1 the sixth-largest stablecoin by supply, backed by fiat reserves and Treasuries for payments, lending, and cross-chain DeFi. Taken together, WLFI and USD1 signal that Trump’s involvement in crypto is moving beyond meme tokens toward more structured, institutional-style products. ![png (5)-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fb6d75d4d69fbd8cd89b34aed101ce57982267fb2-1120x700.jpg&w=3840&q=75) [Pokémon RWAs on Solana](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MX1rCpYDnFpVRv_976TcgDZVyCbyQ5C6L46N8tN9CY3qn9qW7Y8-PT6lZ3nSW4Gflrt59G2ftW3jz4pC4-YpBjW7p4WPT5R_1mbW7YNmDl70f4j7W4w5mKR8RJy8yW8tx8N15zQCPLW3vq2BR7YdXKDW3sqkH_8Gt_NxW8c1bLS5X2hs2W5ySD5l4M1yP9W8j8sF65H8qK8W1YBR8n3_6ZZtW1TXqSJ3bLSYzW5-2LK15jh69fW4WqT5j4xPsghVQsnVQ6_CtdmW3Gn-X16nFJq3W1klxs32hCmfgW8snzRn1GlnwhW8bpN069bBXJ7V9fTdm6kRwDbW7WFjH677qBt9W8pmBz51v5-QRW8bqcd490zpHKW1v11Kh4jPBPyV2FDTW25wXcJf2qpyBb04) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On Solana, Pokémon TCG RWAs turn physical cards into redeemable, tradable assets with 24/7 markets, instant resells, vaulting, and DeFi hooks. As of early September, the niche **totals about $165M in volume across three platforms**: **Collector Crypt**Collector Crypt_Collector Crypt_ ($153.1M volume; $9.97M gross revenue; $81.1M gacha; 4,358 gacha users), **Phygitals**Phygitals_Phygitals_ ($11.39M; $1.56M gross revenue; 8,328 gacha users), and **Emporium** Emporium _Emporium_ ($0.81M; $78K gross revenue). For comparison, **Polygon-based Courtyard,** Courtyard, _Courtyard,_ a category pioneer, shows **larger, longer-run scale with $419M total volume**, **$53M gross revenue**, **$243M spent on gacha**, and **269K unique gacha users**. Beyond classic RWAs like treasuries and private credit, tokenization is pulling more exotic culture assets on-chain because it boosts accessibility (fractional, global), efficiency (instant settlement, 24/7 liquidity), and composability (lending). Real revenue, community buzz, and “Polymarket-moment” expectations make tokenized cards a retail-friendly gateway in Solana’s growing RWA stack. Wen PSA-10 Charizard on Aave? ![TCG Weekly Volume (1)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F05ccb38c40e832e89f461d9382ecebfe2992b285-1120x691.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant onchain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MX1rCpYDnFpVRv_976TcgDZVyCbyQ5C6L46N8tN9BM5nXHCW5BWr2F6lZ3mrW9lY2Gk3QGlf5N6dcGkGgyJwXW7LzR-M2_6vsZW3wx0cf1j6z6GW7STFVk97cPl2W5K9rLg7B1kTlW8ltkgv4_X807N29ybGxbvXflW2qg-Px55pyq8W3vqYjQ8RkcsmW4Fwzyk2tkPZ_W4WTp0L7l-W8xW6W9s8c20zL18W1NF4z-7kvvtqW6wFqmm4C9pBZN5tN2V-4xzhKD-y9MXMncPVHHgB-7ndJVdW4rZ0zL82Vt83W1NLKcF61f7rCW6dC-H990D3yBW7qr6mJ5w11z7W1hq_bX6jZZz5W6mTvL483XNT5N820kzXM-My9W6fYTsS7hQNkpN6gKBWr6hK7PW2XdKBr2nHPDsV9wFYJ2RxwxzW8w6QMT7TDz7XW2GT8bB7Q_t21W2fRVMD8rb09-W51_HnL47ylqCW8RBlq48bN55sf83NkRd04) . _The data must flow._ Dune Team ‍ Contents [Explore Datashare](https://dune.com/datashare) Contents [Query onchain data directly in your data warehouse\ \ Explore Datashare](https://dune.com/datashare) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. 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[Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 027 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest027 ============= USDH Race, Ethena, Aave on Linea, LINEA Airdrop, Morpho ------------------------------------------------------- News•September 13, 2025•4 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 027](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F835fd15a7637743a4bfdc4ed9580ba9e3855ec2a-1200x675.webp&w=3840&q=75) [The Great USDH Race](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVyMG26nJdSyW1GTSXB22-7YNW3Bmyl95CpL71N1vWRsz3qn9qW7Y8-PT6lZ3psW6qJDRd6FXxLBW97QF-L84dhjZW4-PdDf8hbLY9W3krlbC23h0nLW8v35Sp8LKGztW1gX4Zg53pgsKW7LM-q31LHfvRN1Xqg-jYfYFZW5dHXjD913CJlN2Nm728K8ztWVnp6B839t3BcW6QtsnY7nnLTNV96g6N1qZCz8VWLLtV3-Z4YpW3LByR46jCDtbW5rkBkh25SxPmW7mPlhb3Klc35W4FBMy_5CZTv2W2NMJ_Q9lNMjCW4cKjWn3LwgpYW2Js4sb3C-CZmW4b5XBm6pDjpJVGhbBc1W0-rCW3BFbdc3N12z6W8K6fWs4WxhpWW60RSDT5bSz85f5Dvlvx04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ USDH is Hyperliquid’s proposed native stablecoin, aiming to capture its **$6B+ stablecoin market**, 95% of which is held in **USDC (~$5.7B)**, and shift liquidity toward a protocol-owned, decentralized alternative. Fully GENIUS Act and MiCA compliant, it **redirects 95–100% of reserve yields back to the community** via HYPE buybacks, making validator votes less about issuer revenue and more about long-term ecosystem strategic alignment. Proposals closed Sept 10, validator declarations Sept 11, and the on-chain vote runs on Sept 14, with a two-thirds supermajority required and the Foundation abstaining. Bids came from **Native Markets** (compliance, yield sharing, ecosystem integrations), **Paxos** (95% yield sharing, dual-chain deployment), the **Agora/AUSD consortium** (100% yield, State Street custody, LayerZero interoperability), **Frax** (frxUSD-backed DeFi model), **Stripe/Bridge** (fiat rails, but criticized for conflicts), and **Ethena**, which withdrew Sept 12 after concerns about “nativeness.” As of Sept 12, **Native Markets** leads with ~70% validator support, followed by Paxos (~17%). Beyond Hyperliquid, the outcome could set a precedent for protocol-aligned, yield-bearing stablecoins that **challenge centralized issuers like USDC** and mark a shift in who captures stablecoin yields. ![TVL_ USDC](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd9c54391db638c172b578e215b94e5580669ca0d-1120x701.jpg&w=3840&q=75) [Ethena Powers Ahead](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVyMG26nJdSyW1GTSXB22-7YNW3Bmyl95CpL71N1vWRsz3qn9qW7Y8-PT6lZ3ktW8c0Xsq8StTY3W5wHWcG7YfytCMGY-c6mx20zW81whKQ8nhh2cW1t_KPb5wBqBMW3W2WBy59YJLqVtWDWk16VpNfW1WNsN45j4V0SN7YVhHtrVXtKW57C7sL7CY7r2W7GrKJX81HcyHW4XrPGz4c33-9W231_Qt4PSGXcN7ZFG9Ncww8HW25gC-32M4sZGW3cVWNg3bZth_VHxHQP547NySW5QHTGr8MLrlYW3-N2cq43T0LLW5YbvSW5zTyslW3VVLH45Y7DQ-W5rHZqx75gbHPW6YgVRj8gjgGsW2CWXMq21MC3hW8HTRzb55wDxLW4zmsV-7Lm1NXf70-6ss04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Ethena Labs strengthened its position as a DeFi powerhouse this week through a series of moves underscoring its multi-layered value accrual strategy. The highlight was **Binance’s listing of USDe on Sept 9**, which pushed **supply above $13B** and **paved the way for** **Ethena’s long-awaited fee switch**, potentially unlocking up to $500M in ENA buybacks from protocol revenues and reinforcing its hedged-yield flywheel. Momentum continued as **StablecoinX raised another $530M**, bringing total PIPE financing to $895M and targeting over 3B ENA. The raise funds a **$310M buyback over 6–8 weeks**, which, together with the first PIPE, brings nearly 20% of supply under StablecoinX’s treasury strategy, tightening alignment while expanding institutional access. Meanwhile, **Mega Matrix filed a $2B shelf registration to purchase ENA**, and Ethena deepened its reach with **MegaETH’s launch of USDm**, a native stablecoin built on Ethena’s stack and backed initially by BlackRock’s BUIDL tokenized Treasuries via Securitize. Finally, **Ethena joined and then withdrew from the Hyperliquid USDH race**, keeping focus on its core primitives. Collectively, these moves elevate Ethena to the third-largest dollar issuer in crypto and showcase how protocol-aligned stablecoins can shift yield back to communities, deepen institutional integration, and challenge centralized models. ![Chart (4)-3](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fbfeecefe591801c36a8cf65307f83d11d08cf4c7-1120x591.jpg&w=3840&q=75) [Aave on Linea Grows 73x in 6 Weeks](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVyMG26nJdSyW1GTSXB22-7YNW3Bmyl95CpL71N1vWRsT3qn9qW8wLKSR6lZ3l8W6plnM89cnQ9yVj-y_y5tTZ_NW9c36DX5g3DZ0W3PFFRb70QB6PW5NWZ_68HC2nwN504kMPDNw6lW5pFWj3286MJ8W1YvpdM98dGYFW5MX7_87h1SktVTy8hR7YBmVBN2BhVsRfBzP6W12ymHl2FNZkfW7FN7v49kRjBNW47vr_j1c30WCW3T3NRy3B-84ZW6nhX0H19XTk6W6gg9fz7x8YCLW9d71dX7tPfZzW6BTM7S4Bg7HJW41hjWf2VVgCvVF4fVb3BwGTLW4T8zgW8shWGJW7bw2vs2c8vskN1G9qCWsvszmW2kn4y_7mfqtnW2YX-DR41htJxW8HY3-y5HZphHW5DdpnB3YW9dxf1z9XkT04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Aave’s deployment on Linea has seen explosive traction, **surging from $26M TVL in early August** to **$739M by Sept 1**, and further **to $1.91B by Sept 11** —a **73x increase** fueled by the new Linea Ignition program. Launched publicly on Sept 2 after a private beta, this 10-week initiative distributes 1B LINEA tokens from the ecosystem fund to drive DeFi adoption, with rewards funneled to major protocols like Aave, Euler, and Etherex. For Aave specifically, incentives target all WETH, USDC, and USDT lending pools on Aave V3. Rewards factor in **time-weighted TVL shares** and add **adaptive boosts to under-utilized pools**, ensuring steady inflows and balanced liquidity. This rapid uptake highlights Linea’s growing importance in Aave’s multi-chain strategy. With the program pushing Aave’s Linea deployment past the billion-dollar mark, it has also helped propel **Aave’s total market size to nearly $70B**, almost doubling in the past three months. ![Aave _ Total Market Size by Blockchain](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fb845b411a8496e1bd0cd88c2c7de72fada34cf84-1120x701.jpg&w=3840&q=75) [LINEA $200M+ Airdrop Goes Live](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVyMG26nJdSyW1GTSXB22-7YNW3Bmyl95CpL71N1vWRsz3qn9qW7Y8-PT6lZ3l7W6HKX7x8kKzv7W53hy6q4n4YWZW5TJwD165J3gnW3KTK671zLZXdMWfm50KLxZqW7wTWVR7vRYNlW73q0by4hF2d6N7WFWyH9hqkDF551LgL1qxGW8wPrjs86gf6CW8kxDB56SRqrdN1k_tVLyWBL2W7YFNvr1hzVMlW1m_nv16hVVjcW6N3t7W2lFGKdW2sQRDl20WVH0W2rSs3h4v5PY9N9fYqqN31JxBW8kzZd-3d8Fq8W3LbtcW7g2k62W38gY1R4ddQWQW4CVQTG906dPQW8Ck5hM3kvnvmW2wl31n6q_KVtW4sc9NF95vskgW4P6yhD6c6_jRf8PdYdW04) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Staying on Linea, the highly anticipated **LINEA token generation event and** [airdrop](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVyMG26nJdSyW1GTSXB22-7YNW3Bmyl95CpL71N1vWRsz3qn9qW7Y8-PT6lZ3lBW80T1Kf8G4RN7W3QM0L38-9rzkW1zC8GX202BZxW18g47n2vb_20W75lVXt4hZMcNW4Qgvxy1v6PbjW6Wy52m8J5BV3W3HRCD56FVVKrW9577bF4_TjPcW3Nltq32VBfMlN7PyrwSLVrqCV4g6f03kL119W1tc3cT1nWNc2W8ctxlc7KyxRxVdKGBP27T8mCW90hllc86b-4PW7BGzc58dp3pQN4_nZYWgbvnHW2DLZXj4wM8XWW49GDDl7Dhp9LW5clqKX7WdY25N64Nqnj81FkvW2D0Wp51Tr5X1W6pxjMh3jGMn5W8lKWN82bqVWGN7DyNv1r4HNXds1xcK04) went live on September 10, distributing **9.36 billion tokens to 749,663 eligible wallets based on LXP** (onchain activity) and LXP-L (liquidity participation). By September 12, **more than 520,000 wallets had claimed over 82%** of the airdrop supply—around 7.7 billion LINEA—**representing roughly $180 million claimed out of a total $218 million** at current prices. **Distribution has been broad and concentrated in the middle tiers**, with half of the supply now held by roughly 59,000 wallets, while the top 100 addresses account for just under 11%. The claim window remains open until December 9, after which unclaimed tokens will return to the Linea Consortium’s Ecosystem Fund. Beyond immediate price action, the launch of LINEA stands as one of the most significant L2 token events since OP and ARB, with Linea positioning the token as “silver to ETH’s gold” and a critical instrument to scale Ethereum into its second decade. ![Chart (3)-Sep-12-2025-12-34-48-9914-PM](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F920f7496393c6d0fad5194c6f50e88d86f7ac0d9-1120x653.jpg&w=3840&q=75) [Morpho Hits $12B Deposits, World Chain Drives Users Growth](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVyMG26nJdSyW1GTSXB22-7YNW3Bmyl95CpL71N1vWRsz3qn9qW7Y8-PT6lZ3mSVbxf9y6c4cKHW3fqgXx5wRJPQW1MCFSJ9gKhYwW875PRG2qlnzcW3HPdXn7X7YGPW5LlfRc1mt8RjW2sGZTv9k7QDkW30RyRf6P5LXyW44gDJR7Nmg7RN9hLyZnVJpHMW7FVS8v1dp5j7W2WK6n823qfD1W1tHWvM7fKnpWW6CNKMf2MB70xW227myL3kQRYFW1gK3Fs53VJh7N5l4C63fF16hW8sQl-w76b9cYW4wNXHX3rXsvlW4jmzCT3d1ZLxW32NcZz1mykdZN2yRvf2VsPlNW4clTBp3Yhs2SMtp6XhZQ4pYN29hfWtBLb4bN8_Lr8slL7xnf6c3gFH04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Morpho crossed a new milestone this week, **surpassing $12B in deposits** with top three chains being Ethereum (62% ), Base (22%), and HyperEVM (5% ), and a rapidly growing share on **Arbitrum**, where **deposits surged 3,000% in the past 30 days** thanks to the Drip campaign. **User adoption has been explosive on World Chain**, where Morpho launched its Mini App in April: **the chain now counts 419K users**, making up the **majority of Morpho’s 739K total users**, with 125K weekly actives compared to 13K on Base, the second-largest. Meanwhile, **curation fees hit an all-time high of $370K in the first week of September,** underscoring the growing role of vault curation in balancing borrower demand, depositor yields, and risk management. Morpho’s integration as a Mini App in the World ecosystem has made it seamlessly accessible to a growing base of verified humans and high-quality users, turning distribution into a structural advantage. ![Chart (5)-4](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F512aa6f0c9f8c9d3dc850e7496da6c95aa919365-1120x659.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant onchain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVyMG26nJdSyW1GTSXB22-7YNW3Bmyl95CpL71N1vWRrn5nXHCW5BWr2F6lZ3nmW1QbyQ75-lVbsW8GSKky1tbYntW5nmjt71G_m8dW21Kz_Q7fS7MLW5vJ0md6Z-8n2W65zrWX6--fY5W4_QtD458155HDqzBtXMdCtW5jXMh42g2jTXW15R__T1__DP5W3SY91833_RdLW5NNNDv39R50GMDxnmjMZ8VVN2s5-CBSMjFMW75Mwxb7BMt_2W33xs7w2vlSGRW1b-Hwn7DZzgvW87WcZJ2HGGpBW1dhQxF5xtKvTW4lchsq9cCnykW4Zl6Jp1BRjtdW4xtxW78KBlttW1j2ftT4kZF_ZW6grZz08bj2m9W4ZCBXF3PJq8qVsjw2R4Rrpn4W64l7dH2mSC2tW7-LN4b1ql01PW5HDXWD39rqp2Vd0q_m9ltpDLW8Q8xHW3MTx2yW636Zr97cThrNW6ZG-9T2FFy83W5P64pn8jqG6-f4-cSM-04) . _The data must flow._ Dune Team ‍ Contents [Explore Datashare](https://dune.com/datashare) Contents [Query onchain data directly in your data warehouse\ \ Explore Datashare](https://dune.com/datashare) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Query onchain data directly in your data warehouse -------------------------------------------------- [Datashare](https://dune.com/datashare) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Automated Market Maker (AMM) | Dune Arcana #5 - Blog | Dune [All posts](https://dune.com/blog) AutomatedMarketMaker(AMM)|DuneArcana#5 ====================================== This week, in honor of the ongoing \`dex.trades\` migration, we will cover the basics of AMM (automated market makers) and offer a starting point on what data analysis we can do with AMM's on-chain data. ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•November 20, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune This week, in honor of the ongoing \`dex.trades\` migration, we will cover the basics of AMM (automated market makers) and offer a starting point on what data analysis we can do with AMM's on-chain data. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Beyond Unique Addresses: Measuring User Value Across Blockchains - Blog | Dune [All posts](https://dune.com/blog) BeyondUniqueAddresses:MeasuringUserValueAcrossBlockchains ========================================================= Tim Conard, Co-founder at Slice Analytics, explores innovative ways to measure user value beyond unique addresses across blockchains in this insightful #DuneCon2024 session. ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **#DuneCon2024**, Tim Conard, Co-founder of Slice Analytics, unveiled innovative approaches to measuring user value on blockchains, addressing the flaws of active address metrics. Conard explained how active addresses often misrepresent growth by equating one address to one user, distorting insights and leading to poor decisions. He introduced alternative metrics like address segmentation by transaction value and a quality scoring system that evaluates user behavior across multiple chains. Case studies, including Friend.tech and Base Network, demonstrated how these methods reveal meaningful trends while filtering noise. Conard emphasized the need for analysts to adapt as blockchain ecosystems grow and AI introduces new activity patterns, urging the use of smarter models to deliver actionable insights. _“Improper metrics lead to improper decisions—let’s aim higher.”_ ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Index: Tracking Real Blockchain Adoption - Blog | Dune [All posts](https://dune.com/blog) DuneIndex:TrackingRealBlockchainAdoption ======================================== What's really going on with the blockchain industry? ---------------------------------------------------- Research•January 31, 2025•4 min read data learn ![@Hannah Curtis](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F48cec8c74f1b53bfed00ca9f55064be381c45d46-192x192.jpg&w=96&q=75) [Hannah Curtis](https://www.linkedin.com/in/hannahcurtis/) Director of Product at Dune ![Dune Index: Tracking Real Blockchain Adoption](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F63b1e37a7f04e9c41d0aa2be12d9607047a18cf5-1200x675.webp&w=3840&q=75) The [Dune Index](https://dune.com/metrics) is the only metric that accurately tracks real blockchain industry adoption. While many rely on metrics like **Price** and **Total Value Locked (TVL)** to approximate adoption, these fail to capture actual on-chain activity. Other methods attempt to track adoption using several disparate metrics, which are difficult to interpret collectively. Additionally, naive calculations—such as simple address counts and gross transaction volumes—often introduce noise, making them unreliable indicators of adoption. How the Dune Index Solves These Issues -------------------------------------- The **Dune Index** addresses these shortcomings by combining fundamental adoption metrics into a single, unified index. This enables the industry to track **real activity movements** and interpret price fluctuations within this context. Furthermore, the index spans multiple blockchains, providing insights into **blockchain adoption as a whole**. This cross-chain analysis allows for better comparisons and tracking of trends as various blockchains grow and decline over time. Key Insights from the Dune Index -------------------------------- 1. **Adoption in the Latest Bull Run** The latest bull run has driven adoption levels back to previous highs. The Dune Index hit a **weekly average high of 88 in mid-November 2024**, comparable to **87 in mid-November 2021** and **81 in May 2021**. 2. **Contextualizing Asset Prices** The index serves as a useful **sense check** for volatile asset prices. As prices rise, it helps determine whether adoption is increasing in tandem. It also provides historical comparisons to assess whether prices are justified by actual usage. * **Example: Solana (SOL)** While SOL’s price is currently at the same level as in 2021, **adoption has far exceeded previous levels**. This suggests that Solana’s current valuation is more reflective of real-world activity than during its last boom, reinforcing positive community sentiment. 3. **Example: Bitcoin (BTC)** Bitcoin, on the other hand, is priced significantly **above previous peaks** while adoption remains **similar to past highs**. This likely reflects Bitcoin’s growing role as a **store of value** rather than a **medium of exchange**. However, since blockchain adoption and price movements are correlated, tracking adoption trends could offer useful insights. 4. **Understanding Blockchain Growth and Market Share** With an increasing number of blockchains, the **Dune Index** provides essential context for comparing their size and growth. By evaluating each chain’s contribution to overall adoption, we gain a clearer picture of their impact. **Top Blockchains by Adoption** ‍ \- The **leading chains** on the index are **Solana, Tron, Ethereum, and Bitcoin**. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F8711aae201a0f657264cf4ba6f2201118f1f18aa-2046x646.png&w=3840&q=75) **\- Mid-tier contributors** include **BNB Chain, Base, Polygon, and Arbitrum**, each representing **1%–5%** of the total index. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F50f67651a2e6b002fbae84d7a66700f56d1e5b3a-2036x572.png&w=3840&q=75) **\- Emerging and growing blockchains** include **OP Mainnet, Avalanche-c, Ronin,** and **Mantle** which are currently on an upward trajectory. > “ > > “The Dune Index is one of the most important indices we have been monitoring.Taking a holistic approach to measure real usage and economic significance of a blockchain ecosystem, it provides an objective, normalized comparison across leading blockchains. Being fully verifiable on-chain, it will allow Ronin’s ascendance in the overall blockchain landscape to be seen transparently.” Bailey Tan, Head of Ronin Ecosystem. Methodology: How the Dune Index Works ------------------------------------- ### **1\. Fees:** View more details [here](https://docs.dune.com/data-catalog/dune-index/gas-fees) . ### 2\. Transfers: Tracking Real On-Chain Movement Many transactions involve multiple transfers and participants due to complex financial maneuvers. A party may send and receive funds multiple times within a transaction, making **gross transfer values misleading**. Instead, we calculate **net value transferred**, ensuring a more accurate picture of real economic activity. * **Solana-Specific Adjustments** Unlike EVM chains, where complex maneuvers occur within a single transaction, Solana users often spread actions across multiple transactions. Since **Solana transactions are cheap and have a data size limit**, we **calculate net transfers per day** rather than per transaction to avoid overestimating activity. * **UTXO Blockchains (Bitcoin, Litecoin, etc.)** UTXO-based chains include “change” outputs, where unspent funds are sent back to the sender. Our method naturally **nets out change** from the calculation, reducing inflation of transfer values. However, detecting change addresses is not always possible, meaning our UTXO transfer values may be slightly overcounted. Despite this, our approach eliminates **80% of gross transfer value**, providing a more precise measure of real adoption. * **Non-Fungible Tokens (NFTs)** We do not net out NFT transfers as they represent distinct, non-fungible assets. * **Identifying Unique Parties** A **party** is not defined solely by a single address, as individuals and organizations often control multiple addresses. Our **Owner Labels data** helps group addresses under the same entity, primarily for larger organizations. For individuals, addresses are typically treated separately. * **Transaction Counting Criteria** We count **each transaction where at least $1 is transferred**, ensuring that microtransactions and irrelevant activity do not skew the index. Since transaction structures vary by blockchain, we weight them accordingly: * **Fees and Transfers** each make up **45%** of the index. * **Transactions contribute 10%** since their significance differs across chains. * **Solana’s Transaction Behavior** On Solana, users often execute multiple transactions for actions that would be consolidated into a **single transaction on EVM chains**. This makes Solana transaction counts more comparable to Ethereum transfer counts. While transactions are an essential component of on-chain activity, we weight them lower because they represent varying types of interactions. The **Dune Index** provides an unparalleled view into real blockchain adoption, cutting through noise and misleading metrics. By analyzing fees, transfers, and transactions in a nuanced manner, it delivers **a clearer picture of on-chain activity**, helping investors and industry participants make informed decisions. Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 025 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest025 ============= US Macro data Onchain, Resolv Buybacks, Boundless x Kaito, Aave Horizon, Privacy Cash ------------------------------------------------------------------------------------- News•September 1, 2025•3 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 025](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4b419d555131f7f29b2da61e113f0de9350c1e3f-1200x675.webp&w=3840&q=75) [US Macroeconomic Data Goes Onchain](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csQ43qn9qW7Y8-PT6lZ3mjVSF1FH5qhPzcW5vf61w2T817PW7ZjjBL2d8yTYW53BP_J6kQnBrW120FTr7dHcfVW2dMPRl8rDpVPW278gsp4r4CBMW8pT4qR456d0TW4YHfP54kyTQZW2_d-Lm7YhlR9W2YZ13M5YkP43W6Gzfqy3FRdBkW4h26R65dTDDHVLbMGm44KV4kW8hfk4P1j6ZHJW8m89H91_-P2RV_k-yJ4w20R-W60bJD33Qcp8ZW1dl6Xf1jVDvXN24LzjG_5b6KN2M2zKYZ6LzlW4J0yf26GJWBXW5v4rl_7MjX2fW2x257Z5K2dd7W34Dmbg2LyClxW6sPTmk3dn_dkf9bSFzR04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- In a landmark step, the U.S. Department of Commerce is now publishing official macroeconomic data from the Bureau of Economic Analysis directly onchain, working with both [Chainlink Data Feeds](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csNC5nXHCW50kH_H6lZ3phW6W3hlJ6lzwQfN8DpK-XQK6t6W1-XMwX2mRvM-W1XJl6q7v2n6hW3rhXmM4wT4k7W7qq4Yk9bbxxgW7vRhsk3FWQTKW8Z0t2c4_m_clN20v0GH1d9Z1W6vZVvd27ZdKYW3N33lL7xx-JkW75hkgs3N7l6nW6rWsyj9jtP-9N86rtndxflR8W96zPcq37HvTVW82VDRH2_lNyZN3kQhrpVRhyLW8dbSk03tWjsxW1CSQgl1bNjdkN40sRyMFhJ_3W94xgVj7LqdvNW6J8tZk1BLKGtVLXr6F4mD3Y-W9cVq277f1D9tW8TNLYp4Mq8ZZN7Hk8HvdZJZ8W2FqGb02BcsfRW6CdZHT4j3FD1W4Z4PnZ5SBcL9W4mWGnp4MhCt-W1NLmfc8RrZkrV2cjmK31sS0Tf7cnxZz04) and [Pyth Network](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csPv5nXHCW6N1X8z6lZ3pDW6G1Jw35c4PN3W4N93Kw7_cT8dW9fdsjN5bwkpRW4PkZjV4QF4DjW3mjr-48h-4xdW55c_GZ8y92r0W207qZN5HfdKLV_2vbz6HKlwdW6d1dF54Ljv8_VLZ_8m3g5BJ0W8zrv_c3k_BdrW45dc-w73-vSKW8cGT323KfZ_kN1rKrggQyv7LW3lPZhL6Z0JWBW4xPktJ69dmfRW7-nzx721_1GdW6gdzYr3Vc0MXW2BtBdm4vmbY1W7G1j1q4StmrHW6vzsp07mZ9kyN2RS7m2ZxKWTV6C9c11BxZgMVMw3MH7lP9BmVYV3lf3svdLsW8lRMf-2RJZYFN4qSZfb7dj9nW8C1njd15Kw_FV1QbTf5svf9NW1yfl0s1fy1fLW4Hzlbv1LhgTjW3QgZ-J2n_hP0W2q7d0P4yhzybW1PTFyd7LZ8rJW4ff8lD9b1kf_W90jFZz7R_44vW380Jy97psYnSW3mgJ4Y6ldQXwf3WwmZP04) to distribute and verify the feeds. Key indicators such as **GDP**, the **PCE inflation index**, and **Final Sales to Private Domestic Purchasers** are updated monthly or quarterly and **made available across ten blockchains**. This historic initiative signals not only the programmability of macroeconomics—enabling new use cases like **inflation-linked assets**, **prediction markets**, and **advanced DeFi risk models** —but also strengthens the shift in the U.S. government’s stance toward crypto, as public institutions increasingly treat decentralized networks as legitimate channels for data distribution. As always, _if it’s onchain it’s on Dune_, and Entropy has already published the first queries pulling this data live. ![Query results](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Feefb2087a91ec5a8c9f87d9ca182a5a1e57cfb98-1120x628.jpg&w=3840&q=75) [Resolv Launches Token Buybacks](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csQn3qn9qW8wLKSR6lZ3mQW8PzRPv4vBLDSVjtfZW6F6slYW17wjxs1qM4FkMnRNn06_ljSN8gTkshZKBD-W7MrtfW5bW8L-W15qJjl7DvtPnW7H9H3s1wYsvmW4Z8w894kCwTGW8vFsCl2M-ZJbMqj1dqQG5-nW1mQTYp5Nxly1VDtNpY6xQybcW38VvDl31tWqsW37hk338PxH8VW3yHR227JmYqnW8S2RJZ4rYcD4W56t38b7SyvskW3BjskF3bvXb6VhQmb_570w89W5Zrw1F1p2s0DVVyZKN3KZWWCW1BVzxP4tPb9KW5-rCJm74306jW6yyZvD8KYzsNMNmMG9Kj-hFW6N-ytJ4ZTXbRW90Xm_v6JNkJKf51rjN204) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Resolv, the protocol behind USR, has [launched](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csQH3qn9qW95jsWP6lZ3kqN48wVtcNZ7JBW6GQDFd5KY3NnW3l2L8P3Fhz3GW5CmT6f2tSn3TW1p75pb3kQMx_W8rZVfJ4sKlRTW2jF1dl20gyxbW56RSdG4xS3pkMCv89h8slchW2MMVbY3ghMNXW1f_sBq2c0CBTW8mnt3m7m-SLLW4cNlSX3d71PKW6ZYf9j1vzq_KW3k3RfS6CPBbwW5FQtZp4bysvxW2Hf5sr3FDMChW1CF-fl4myg5rW2t2r3X8SCJMJW95ny645LdMx1W1XdxTP8FctGMW1r0Pff6pY6T7W1c012w1Zq0gJW82FJnj6NBgvZW1l3cWs55Tz5GW4LLb8J1H5jmtW2YnmBn6lwc6lW82GQrr2_9PzbW8pQrvN64C_mvW1CdMNH1xdwhPd6G-gn04) a weekly buyback program that uses protocol revenues to acquire $RESOLV on the open market and remove it from circulation. Revenue is primarily generated from Core Protocol Fees, set at 10% of returns from the collateral pool, which has already produced over $22M in user yields since launch. Since enabling the **fee switch in late July**, Resolv has generated over **$437K in revenue** (run rate >$7M ARR) and **executed its first buyback of ~1.05M RESOLV ($170K)**. By tying protocol usage directly to token value through recurring buybacks, **Resolv is creating a transparent and scalable mechanism for long-term alignment** and protocol maturity. ![Resolv Revenue](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa0b0356ed2b9ecd426a435babd8a6fe08ac085b9-1120x639.jpg&w=3840&q=75) [Boundless & Kaito Mobilize $36M for ZKC Launch](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csQn3qn9qW8wLKSR6lZ3pjN2pWFBsN_-0LW3lmSyW6fy_QBW5nVj1g7bd0TSVgkpgy97Gt1QW93jr6f1tX2Z9W1wzqZq5jx7NGW5_pqxK9kr_0pW3wH9G4102mKmW4rVBPn1wR39PW18ZQh61T6rXwMvfmp8PDwMCW1MFYrv2FL6h7W78mG236_7gW9W6rphYK7DTstTMK6Mc_Swr1lW2pqBDF33190DW8d_G731NMM_BW5yF1003dQYP0W16MvB44YGKvKVK1_xg7MDkJCW35vZjc44W-g-W4G23TY1kcjWHW1w3XSk1cJ_3bW6GbfbT8Q638mW4402Kz1-bhLVW13YdJ080y7lWW61pPbP2H8XP2N31z23Qkp_QNd2l1NK04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Boundless, the universal protocol bringing verifiable compute to every blockchain, **launched its Mainnet Beta on July 15** and recently introduced ZK Coin (ZKC), its native token that powers proving collateral, governance, and the new Proof of Verifiable Work model. To broaden distribution, **Boundless partnered with Kaito to allocate 0.25% of supply** to creators between August 25–30, **drawing in 14K participants** pledging **$36M USDC** at an average of ~$2.5K each, including over $13M from a single address. This mix of retail engagement and institutional-sized backing underscores strong conviction in Boundless’ design, positioning ZKC as the backbone for zero-knowledge proving across chains. ![Pledge Trends](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F6bb2ce8e8dc6f855f267a073003f5c91635dbd87-1120x603.jpg&w=3840&q=75) [Aave's Horizon Unlocks DeFi Composability for RWAs](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csQ43qn9qW7Y8-PT6lZ3pDW7pvYcG4cHqTbW7QfKbW2_hCT1W6Q2Rbj233kTGW23rfFs1yQ3j0N336S73P71ymW7yVl5n5zccjKW9414sY89PP1KN7jGHxYnxFXMW8WhdqB12jMlHV7j17_3nxY3HN6-MgKc1ndq5W1CtmWS2Sg0QFW3y-Dlc52cHMpW5yPrjv5BKVVMW2KkpTg1YfkKVW4gHysk8T1NBgW8hTpfG9bktVSW93SqcB4rCMDCW8xR2mn3knDm6W9klHMp6FbbYDW61_GRH4VKrJ-W6bRykP2H-YWFW8Jv8HH3bb7mRMmfvLRflL3_W15S4w43LVrRFW6qHX9h3_vgNSf8_sdqx04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Aave Labs has [launched](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csQ43qn9qW7Y8-PT6lZ3p6W3_l6f14_MQX5W1j5YVg95CpPyW8L-J2J3mq_gWT7PGC1hJc3fW9cFHLP3dRnSMW3QcdF46jg3bgW3f2_4M7SX4RYW9gSnh08qfFCvW4CpG182WL5DjW2Vm34G3fV0YnW7ZMwxj62lJgzW2stzg76Vhd_XW6TB05B7bC5RGW50M_Zf97kHGvW5c8KXK8yNkN6W6gWdZB3Yl1w9MnBscPDtt-vW1XDT9K2D8CZrW6VfZkQ8SnrKBW7W1Pg_3Wfy5FW5TX9GP2Vgvr3W3jP9Rb6rMbrgW72Tvrh5hD_0-Vh4d7H2LQ06xW3MxPnJ4hsGx6W7Zdx2p4RJ2LRdvPcDT04) Horizon, a new lending market on Ethereum where **qualified institutions can borrow stablecoins against tokenized real-world assets (RWAs)**. Horizon is already live with a **$50M+ market size**, of which **$7M is borrowed**. **RLUSD leads with $26M supplied**, **followed by Superstate's USCC** ($11M), **USDC** ($9M), **alongside tokenized Treasuries and CLO fund from Superstate and Centrifuge**. Lenders can supply RLUSD, USDC, and GHO, while institutions can post **RWA collateral** such as USTB, USCC, JRTSY, and JAAA. Built on Aave v3.3, Horizon is designed for compliance while unlocking new yield profiles for stablecoin lenders and liquidity for institutional borrowers. Still early but scaling quickly, _Horizon is significant because it brings true RWA composability with DeFi, turning tokenized assets from passive exposure into productive, yield-bearing building blocks of onchain finance._ ![Volume (native value) (1)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4a1c8a939ddce484b3cb7ef9d8fdf29ecbca17b3-1120x580.jpg&w=3840&q=75) [Privacy Cash Brings Private Transfers to Solana](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csQ43qn9qW7Y8-PT6lZ3pvN2-7RSCHdW5GW5_QK8b6khsrVW6P3jMx7NwkdXW8m-3zR9ffkbVW8D61yR1NQyQrW7m0kD14J9MxQW2qckMG7NKzH2N9lhBDsBLN9dW6tpLyH68hkZWW7CHnvB2Zhd2jW93Y3-h6yC23KW22rHKj8z1YbFW1D9FZX70gLDjW7zxG1l75nCpkW51rZ-F6GV0g0W70hYz27bb8tVW8Rw8_m85L5RqW5d-PSQ8ZtbNfW8cbq5f7XGDNRW2ckk4g3SyjSJW6VClc22HSQkSW70xr1T15-F0VW8Yqf4m6KbwWRW4DGh4j7Q3k6bW820sCd4MtP1WW93vrm95JgPt6f62xv8M04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Launched on August 27, Privacy Cash is a new protocol on Solana that lets users transfer funds without linking past addresses or transaction history. In just its first day live, it processed **over 17.5K SOL in volume**, with more than **10K SOL privately transferred**, **20 SOL in fees**, **1,308 transactions**, and **416 unique users**. These numbers point to a large user base eager to transact privately. Backed by Alliance DAO, the protocol evolves Tornado Cash’s ideals of privacy through zero-knowledge proofs, advancing them with onchain intelligence APIs like Cipherowl AI to enable compliant, bad-actor-blocking transfers that avoid the regulatory pitfalls which ensnared its predecessor. The launch also comes as the **Solana Policy Institute pledged $500K** toward the legal defense of **Tornado Cash co-founders Roman Storm and Alexey Pertsev**, underscoring the community’s ongoing fight for privacy tech in the face of regulatory scrutiny. ![Chart (6)-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd032e0cb7d0602017a2569cc3b7cbb89fd152834-1120x657.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant onchain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/MWkTV4m_Bm2V5bQ_n8Jpkt7W9fbdmV5BSKYRN58csNW5nXHCW5BWr2F6lZ3pgW2--Rwh11c-K1W3b4fN61mQ7pkVLmxgM8MVb0ZW4PQVW25f8nckW2yKjcF7sxhp7MmvLlNfNdNRVZFRLb9368y_W3d8W2p1p1CcZW69wz0h8gVFS2W8GN2QS4BW-JsN2gg9Z53HXs4N45Qp1KknPS8W6WC-Vv7sC1bZW2vPXYX6kLnQcW8zwFB34Z2nnzW1VbFBc4tGHg-W2VJYJl2g2dBhN8mJ7Zd9Sy5sW1Q3Xyj6lD8yBW3mgSD-8YDNwPW9fh1yK8K0w1gW83Ml1H7NNhLMW1lhMp17yBkjFW855nqG6hPqmfW6NXXy94R4PwbVK0NpJ3TV25LW2-SN1H4lLlJJW7Tp8kp9hkJ6YW5rWjgM55JT03W6T8LBY8lBr5FW5kfXhs35g5SrW29bQXp85SXmCW5dR0Gl2XMCp_W1TxQkq87V2Ypf5XCgSv04) . _The data must flow._ Dune Team ‍ Contents [Explore Datashare](https://dune.com/datashare) Contents [Query onchain data directly in your data warehouse\ \ Explore Datashare](https://dune.com/datashare) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Query onchain data directly in your data warehouse -------------------------------------------------- [Datashare](https://dune.com/datashare) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Introducing Sim: Dune beyond analytics - Blog | Dune [All posts](https://dune.com/blog) IntroducingSim:Dunebeyondanalytics ================================== Powering the next generation of onchain apps -------------------------------------------- News•May 20, 2025•2 min read dapps blockchain-infrastructure wallets simapi ![@Mats Olsen](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff6fc3d29e0b012fb86082c9258f2420dba6974c1-800x800.jpg&w=96&q=75) [Mats Olsen](https://www.linkedin.com/in/mewwts/) Co-founder & CTO at Dune ![Introducing Sim: Dune beyond analytics](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe606c0a12adb46e8bc11fba3fe62feaff4597fa4-1200x675.png&w=3840&q=75) Crypto moves at the speed of data. ---------------------------------- In 2018, Dune was born from a simple truth: **blockchain data was trapped in silos, accessible only to few with technical expertise.** We asked, what if anyone could explore, query, and share crypto’s story? So we built [dune.com](https://dune.com/) — a home for curious minds to transform raw blockchain data into dashboards, stories, and answers. Why dashboards? --------------- Because crypto needed a **lingua franca**. Dashboards became the universal language for analysts, founders, and traders to collaborate. They turned fragmented data into shared insights: tracking a protocol’s growth, dissecting a hack, or predicting the next trend. Millions of users flocked to Dune, not just to find answers, but to ask questions they didn’t yet know how to voice. **But as our community grew, so did their ambitions.**But as our community grew, so did their ambitions._But as our community grew, so did their ambitions._ Data teams began stitching Dune’s SQL API into their workflows, powering trading algorithms, risk models, and investor reports. They trusted us because Dune was built for scale: complex queries, massive datasets, battle-tested reliability. Yet, a refrain echoed: “This data is gold, but we need it faster. **Realtime faster**.” The irony wasn’t lost on us. Crypto never sleeps. DeFi positions liquidate in seconds. NFTs mint in blocks. Memecoins rocket in milliseconds. Analytical engines, no matter how powerful, aren’t built for this. Teams were forced to choose: depth or speed. **We refuse to make them choose.**We refuse to make them choose._We refuse to make them choose._ Sim isn’t a pivot—it’s an evolution. ------------------------------------ When thousands of your users whisper the same problem, you shout the solution. In November 2024, _we announced the beta release of our developer platform, codenamed Echo._ The response was thunderous. Data engineers replaced clunky workarounds with elegant API calls. Product teams integrated live blockchain state into apps. Developers now had a highway, not a hiking trail, to build on. Today, **Echo becomes Sim** —a tribute to [sim.io](https://sim.dune.com/) , the realtime engine from smlXL, whose [acquisition supercharged our vision](https://dune.com/blog/dune-acquires-smlxl-to-strengthen-real-time-blockchain-data-capabilities) . Sim isn’t just a tool; it’s a paradigm shift. Expect more big news in the coming months. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa783f924694f2b6785e0ca47bb4e72e39d853bd2-2654x614.png&w=3840&q=75) Making crypto data accessible ----------------------------- Dune’s mission is to make crypto data accessible. We’ve done a heck of a job on that front for data teams, curious individuals, and innovators by building [dune.com](http://dune.com/) , the most widely used data platform in crypto. But accessibility isn’t just for analysts—it’s for builders at scale. Today, we’re advancing our mission by also empowering developers, enterprises, and institutions with world-class infrastructure. From fast-moving startups to Fortune 500 companies, from DeFi pioneers to TradFi institutions and government organizations, teams trust Dune because our data doesn’t just inform—it transforms. We’re excited to partner with the engineering counterparts of the thousands of data teams who reach for Dune for analytics. This time, to build the next generation of apps in crypto. Please welcome Sim to the Dune family of products. We’re here to build. _Get started on_ [sim.dune.com](https://sim.dune.com/) today. The realtime data must flow. Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 019 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest019 ============= News•July 23, 2025•3 min read [Solanasolana](https://dune.com/blockchains/solana) ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 019](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fc2353b4bdf63dda862180746fcd1b6e7467ff998-1200x675.png&w=3840&q=75) [Plasma Launches $XPL Sale After $1B+ Deposits](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmPq3qn9qW7lCdLW6lZ3lhW1WHV4713_kB8W13CH2c12BjrdW1xTm1T3bSNNvW65TPZZ4Nbk20W4-nj9k1NNKwfW7bPP4T2Nz5YLW8PKSBw5SZQR-W5Tm-D24jwMptW3WmKf021-grKW2s6krl3S3J1LW7JdTBr2GKKGRVPXc4q3gTldzW169y-l8Bk3g1W5DRLzG2qXH1qW3ggQFX9d70z7N4DhFJ4m19YVW7rPMnc2F94_9W23TYw69hRWBDN3YByjCXQwzYW13dQCd7mxyvqW238wKW2wJX88N54yFcFV6m3YW9hcKpz2cwSL0W1rlsQy2kpcCwdz0LwY04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- This week Plasma, a new **L1 purpose-built for stablecoins**, held its **$XPL public sale** powered by Sonar, the token sale infrastructure from Echo. The process began with a two-phase deposit window on Ethereum, where **users locked over $1B in stablecoins** —58% USDC, 40% USDT, and the rest in DAI and USDS. A total of **2,930 addresses participated**, with an **average deposit of $341K**; the largest single deposit reached $49.9M. **The token sale** [went live on July 17](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmQ03qn9qW8wLKSR6lZ3p-W7FpR8X3_cJkwVTMr1c6RdbvdN94j_Qm2DymzW7hV8HV2qK-ZbV9dy3T8_0_j_Vgc2QG5BLwckMGgMwYMMZjCW1VXK5S7BsTNCW5b4sj67XQPzqW3wpKHG7L7t0VW1BNzjT6hnR-zW7J7Bzs4SZgX-W2ByB4N4XRYJYW3FcVYJ13T9wmW48spk77dVBwxW7Rcx-d76VbQWW5pVn8R374sMfMVGJKffWjMRW3sbpZg8R85PSN85chvymczWTW1Ct3xy1XkDGlN5KCFKSyrc8LVzTkll4gsZrYW2Wm22P8-gMcwW7SRbSp1V50FzW4sF6h74mF2WwW2zx0jK3SFf5rW8l-dMf3LqqByf28FrSq04) , **offering $50M of XPL at a $500M FDV**. So far, **over $35M has been committed** from **more than 1,000 users**, averaging over $33K per commitment. All vault deposits will be bridged to Plasma’s Mainnet Beta, where participants can withdraw funds and claim tokens. The structure—based on time-weighted deposits and onchain transparency—reflects Plasma’s ambition to build a stablecoin-native financial system with fairer and more programmable capital formation. ![Chart (7)-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fafebcb3eeeb8a466c49529291439c14e526ad830-1120x701.jpg&w=3840&q=75) [Morpho Hits $8B+ in Total Deposits](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmPK3qn9qW7Y8-PT6lZ3l1W4x7Vm51NhK68W8DlSLs7yFQTsW5THn1z21dH1mW35nYVb4JpTF1W2Dkc811gc7_BW93xM0p7F2rlYW4w750M7bP0x5W1L-2-K6-kKw_W2wSk5c9k5g-6W3FSlC34t9B3fVwz5Bt1JlgxGW870-C19dbSY3N4p5Kr3Mk6sPW2LGYrq2gnDrdVk2M8y7j5Vl7W98mX0b2FDV61W2mxhRw6hVq9VN1Ylhn1vG91sW5XYYd21YZhDHVxKzBq1Hd_4WW5v216H2kLlSbW3pTBJJ6WWMf2N1BVfj6FpfNfVCdVy022CzJWN32ylnwwqLZGVrHrTG8Td9s3f83PS1q04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Morpho’s growth shows no signs of slowing down. This week, the protocol surpassed **$8B in total deposits**, fueled by cross-chain expansion and product innovation. **Katana**, launched just a few weeks ago, already became the fourth-largest chain by lending deposits with over $200M. It also launched on **Unichain**, claiming the top spot there, and [expanded](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmQ03qn9qW8wLKSR6lZ3ngW1mSx013J744SN3kny_8tzrz8V_lvyn3-T6tkW3L2CHT11xvWZW4fpkC14BJ29tW8t1LVZ1lP4N-W1xTV_w7LnxnCN5f19rWgN2P-N8M0-qN_cNgXW43TFDV7H2qZ8W13z78Q67hsVgW6dbGcj2yhQ9sW4jk1wb3Z4VkXW7hffJn6l7lpfW5rJMxk60FSKXN8J07D-8mFVVW1L5Y1w4r-VQDW6S9PkF7wBWbxW5_wkXt4NGkhWMTF7TnZ2QqyW1W-hZv64YvX8W5SkgMd5jthJdW1SP06n9clKs0W3tV1Cy6jqQJSW4rbblK3fx0WrW2Hhcdn22QcWKW6wsgFW1xlcq5N2nNKTWLgJL2f87tdpv04) to TON via **TAC**. With Morpho V2’s intent-based lending gaining traction, the protocol is increasingly cementing itself as the backbone of efficient, permissionless lending across the modular DeFi stack. ![Chart (5)-3](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3be8150a9119e96ade81e6de0ead4f2c251832c5-1120x744.jpg&w=3840&q=75) [Mass Rises in the Race for Mobile-First DeFi](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmPK3qn9qW7Y8-PT6lZ3mtVvmqXq1M6R_MW4MFLLC3CRFmJW15gPg210qVNPW2ltXxX6SPLdmW8GYTZy8NWYVkVc9w9f7nVs1xW9d0Mxv75cQ0PW4k1wmH7ThZlwW4p9t598lRsx3W80g9C63Nvv9QW6FqF9C2ytp47W4kMSxH1-q1SbW3ZQNCx5dqdVnN6F10d4sBTyXW4lycM53SnmRXVFzd4y7DZTxVW8VQLSm82rKbXV6dknQ7z6TfqW7NFGZt1VsDvkN4m_-5F4TbdWW3t5JNG3DlL47W6-SVH-3mXBRWV884wh6Jbd2lW5zBv7s7HdW-0VR7Q2Q5FkK84W16YDhF8QnVwQf6LyTBq04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Mass, a **mobile-first DeFi app**, is gaining attention as part of the broader shift toward simplified onchain trading experiences. The app supports **perps trading via Hyperliquid** (integrated on July 2), **tokenized US equities** [via Dinari](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmPK3qn9qW7Y8-PT6lZ3phW5vY3KY775S8HW3M0rgh1DfF7WV3tCTc8wxQBvVpj5YP1_hjtTW7zN_9C5Kh1CKW1s2C767l2SgKW9kP-4N81gnWsN1y3gzFFXvXqV7rNJD2fyPbYW83fM0Z5W78shW56YxtS40NfvmW6cBc_L1t3zmpW3qYTZF5bN_1gVSNzKM5lvv-_W2T1FPR4BSqpdW6Cnjp77PdYYhW9htN0f42mfTDW7LC-ph9hZ1lLN2SJwDS4b8JNN776C7C6ksMgW3D-jpN8W51Q9W3QV6974DpRlWW4KJNMy34f7szW5Jt4vc12SsLrN2_CPGx1W_JGW8FhTY12S-WBxf4mPSqM04) , and **credit markets through Aave**, all accessible through a gasless, mobile interface. As of mid-July, the app has surpassed **1.3K unique users**, with 470+ active this month, mostly on Base and Arbitrum, and has processed over **22,000 transactions**. **Cumulative fees exceeded $76K**, with an all-time high of $5K in a single day. Mass has been frequently cited in discussions around the “Hyperliquid mobile app arms race,” alongside apps like Phantom and Lootbase for its accessible UX and integrated DeFi stack. While still early, the recent growth reflects growing interest in mobile-native, retail-focused DeFi tooling. ![png (4)-1](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F96747fecb30f383cc85830097e10e3765c47e2c3-1006x648.png&w=3840&q=75) [Symphony Hits $40M Total Volume as Sei Activity Surges](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmPK3qn9qW7Y8-PT6lZ3nZW8BLrSt2X1XFpN2Y32VS-TFq4W21k9qm7xz3G1VK8LDm22k6KZV9vGcn6M9TBJW1z8Zck5s5gHLW95FBzn1dsnlRW2bdmgy36Ryc0W20NfTz1-VD4qW6-2lXn6Plw-PN5349r0XYwxHW4CfFNw6sTv87W614WPW1lQFBKW1JB0X18kZXv4W6Xjj0S6PzZSCW6sFKy576dYgPN6zsJJ6fYB_3W7Cm2YK6kVjg6W6PhlDC6G4Qd8W707X4P4w5mLDW5kC1x95z-4P1W4ZD0yn2JfVz8W4rqsrz9bfp_zW8pzrHd2PnmQ4V9GMVD3hmSwQW6pl-c0944ZQZf7nffJ604) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Symphony, the first **native DEX aggregator on Sei** Network, **reached $40M in cumulative volume** this week alongside major product updates and broader network momentum. On July 10, it launched the open alpha of **Composer**, a **bonding curve tool for token launches** featuring SEIYAN rebates and automatic DEX listings. Symphony has processed over **557,000 swaps from 3,400+ traders**, with **$1.1M in daily volume and $16.4M in the past 30 days**, solidifying its role in Sei’s DeFi infrastructure. The milestone coincides with [Sei’s explosive growth](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmPK3qn9qW7Y8-PT6lZ3kWW6yZlGF4HBP3lW8QM5xD2vh_93N38-NCj6LY3XW8mP4qS5LcmndW2KCCKz7cbKLLN4FBd4ZYnvQVW6CSFmP58bG9BW3t9YPR68P2rXN706KFDjMWHwW2DjVs85DdL8RW2cpck42X_jLzW8n4dqH4njmdWW5dg8zW7dRDtxW2xQCYc5xB9q3N2JqjWF1WZtsW4j-VFF5PS1RRW6XSVh259HK6dW38pMw980bGYFW7kXwk_4TfnkmW2hD-Rt207g6mW86Vxgx5zy0C8W95VGhH1BrgmbW9dgKzS19C6cSW2QCs5m1BMGb2W485yh_8FpmbMW6NBj1H7fQNl3f7jrBgM04) : TVL surpassed $680M (+224% YTD), daily active users hit an all-time high of 880K, and transactions crossed 2M on July 14. ![TOTAL WEEKLY VOLUME](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fcc46c41ec45a3fbbec7521ee1b1b9d583a9e144e-1028x668.png&w=3840&q=75) [The State of Solana, Visualized](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmPK3qn9qW7Y8-PT6lZ3njW34JSq6640SnvW1f9yB145Pz04W1_tyvf1h5DxhW8d-0y884J6xFN2bJNXnXd7gMW7VbCD235bZrcW78CMGz1645MjW9bdy6X52vf5SM-sDfSDp-19W9g7tlc49nSqyN2l8yLQB01hNW2Zy1Ky27jV_WW6gb22q6FZg3qVzCvXt2D7MjsW71wthG6kNdP1VYcclX4fjqWdW953cn84cRpX5W8TFwLd8X4v7NW2r65237s0y38V6Ybfb5BMhkKW7xy1gV4Md9LgW4RmY3L1rn_-sW4_Gkcv4bHhCcW5x30LW6nCrGBW4YqvGR6KGpBrW1XhHHH8dxL22f3qWd1v04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Solana’s 2025 momentum is visible across token launchpads, DeFi, staking, and more, and this dashboard by The DeFi Report captures it in depth. The dashboard tracks key metrics like **$2.5M+ in daily Real Economic Value (REV)**, ~8% SOL staking yield (with over 6% from issuance), and a breakdown of **57M SOL in liquid staking** (14% of total). It features a **standout validator map** built via scatter chart, and shows **Helius leading with 13.2M active stake**. Other highlights include **$11B in stablecoin supply**, **$9B+ in TVL**, insights into **DEX and launchpad volumes**, **stablecoin velocity**, and SOL’s evolving token economics, making it one of the most comprehensive views of the Solana ecosystem to date. ![Chart (6)-1](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fb536f2a03013401b3339149c336b076df5e5b58a-1120x739.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant on-chain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVDzhS2DNmhfW7s0Dk_65fPQcW8kTzPf5z9JQBN54gmNx5nXHCW5BWr2F6lZ3nPW3f5Pwx5s9BZBN6kXMQg9Y0-KW3PgXWC826q3tVJTcvw33PT_6W3p9XbW9lt_H4W7PqK-57QDX8lVQ1fyz9lw3CCW6RsvGf7Q9rKpTVfG54f4WttW5-70S689WJ-yW3v7z7f3NdgCpVcqQFz8qSXryW72gjcy3tvHVBN6hjXpdryn3RW7CsW7M4RtTP0W3ZC5w67yhv9mW5ZQmJW3mHyqBVvqFGm7cZCywW1P9p821Lt0PCVNqbxx6X2WQkW5-M2gg3fy9c0W5ls5KF3GGgV5W3Ln3Lb4xyx9DN98wm6cLnYmsW7QyLK45xTV_BW2VB1jr1BgVwGW3S-hdH3GdCfQVYt-27423MWMW4p6xLS8B7zn_W3BtCLG73vKM_W8FKfhQ4RCqhYW1MbNG83SRcXtW6sV8qT2kx6ZXW3vS1nq67Rn1Lf6fGp2804) . _The data must flow._ Dune Team ‍ Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. 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[Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Started From The Bottom - from nobody to unicorn in 3 years - Blog | Dune [All posts](https://dune.com/blog) StartedFromTheBottom\-fromnobodytounicornin3years ================================================= We started from the bottom in the fringe industry of crypto as two first-time founders. Now we’re here: a unicorn company at only 16 employees in 3 years. Here’s the story. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Research•March 30, 2022•10 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![Started From The Bottom - from nobody to unicorn in 3 years](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fc2efabb4b595c21944367bf5e6c88c23b52717d8-2000x1500.jpg&w=3840&q=75) We recently announced that we’ve raised a $69 420 000 Series B at a unicorn valuation. We started from the bottom in the fringe industry of crypto as two first-time founders when we created Dune out of Oslo, Norway in 2018. Now we’re here: a unicorn company at only 16 employees merely 3 years later. Here’s the story of our fundraising journey. Pre-seed -------- **Raised March 2019** **Round size: $250 000** **Fundraising time: 7 months** **Team size: 2 founders** This was by far the hardest round for us to raise. We started Dune with less than a handful of connections in the crypto space. We knew from the get-go that we would not find any potential customers nor investors understanding what we were up to in Norway. We initially focused on cleaning up Ethereum data and getting our first customer before spending time fundraising. Only two weeks into Dune’s existence we flew to ETH Berlin and started pitching our idea of product metric dashboards; “Mixpanel for crypto”. We ended up signing Dharma as our first customer only 3 months later. 1st of December we shipped them cleaned up Ethereum data and they paid us $600/month for it. That was a huge win as hardly anyone had a paying customer in the nascent crypto space at the time. _The photo up top is Mats and me celebrating getting our first customer with some IPA and chess._ Full of hope with our paying customer and not having had a paycheck for a few months, I started focusing on fundraising late in the autumn and assumed we’d be able to pull together a pre-seed round by the end of the year. Absolutely not. Fundraising was brutal. At the time traditional venture funds could not care less about crypto and there were probably less than ten serious crypto funds. By Christmas we’d hustled our way to around 50 conversations, but we were not even close to getting a term sheet. The main pushback was that the addressable market for crypto tooling was ridiculously small and that there was not any business to be made in crypto data because it was all open. Going into Christmas 2018 it was becoming clear that we’d probably not be funded anytime soon. Being broke, having no salary and getting nos or non-replies 10 times a day is hard. Over Christmas we thought long and hard about the pushback we got. Part of our thesis for starting Dune was that Ethereum and crypto represent a new and more meaningful financial infrastructure that’s perfect for builders. We deeply believed that and basically disregarded all market size concerns from investors - pivoting to selling trading data to suits was not an option. On the openness of the data however, we did see the critique of selling access to dashboards B2B maybe not being too powerful with the underlying data being open. We had two paying customers at this point, and that was our only traction. We decided to put those deals at risk and made the hard decision to pivot to a free and open community product. > “ > > We realized that the powerful play here would be to embrace and accelerate the openness of the data, instead of selling a closed dashboarding product resembling web 2 data products. With our new direction fundraising was still far from a home run. We spent another two months getting no’s and non-replies, and probably had another 50+ conversations that went nowhere. Luckily, when we were standing at the very edge and close to having to get another job, Teck at Binance was impressed by us actually having revenue and accepted us into their accelerator program. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fff2840c94cd69cc8297aa3796492f532fe169e8c-2000x1500.jpg&w=3840&q=75) _ETH Denver 2019, a couple of weeks from having to give up this Dune thing due to lack of funding._ After the acceptance, I remember getting on the phone with Mats and simply laying down on the floor in joy and relief that we’d finally secured Dune’s continued existence. The following $4 000 paycheck was the best payroll of my life, after 7 months of no salary. I think there is an interesting lesson to be learned from this: both disregard _and_ embrace VC pushback. Keep your conviction and don’t get discouraged from a 100 investor no’s, _but_ also take pushback seriously, and rigorously assess your beliefs. We essentially disregarded all market size concerns and stuck to our first principles conviction that crypto is a more meaningful financial infrastructure where there will be plenty of builders to serve. On the other hand we also took pushback to heart and adjusted our plans accordingly, embracing the openness of crypto data instead of working against it by selling closed dashboards. Seed ---- **Raised August 2020** **Round size: $2 000 000** **Fundraising time: 15 months** **Team size: 2 founders** At the end of the Binance Accelerator in spring 2019 there was a pitch day in SF where everyone tried to raise a seed round. If I remember correctly, one or two out of the 10 companies in the batch managed to raise a seed round. We certainly did not. We went back home to Oslo, kept our burn rate minimal, and didn't hire anyone. Mats and I had an annual salary of $50 000 and kept at it. Building the product, backfilling missing data, talking to users, tweeting out dashboards, going to hackathons, sharing a room in shitty hotels (and I’m a heavy snorer - sorry, Mats!), doing support, got on calls with users to help them learn SQL, and: trying to do a seed round. For the next year we did four serious attempts at raising a seed round, with no luck. We had $30k ARR and a growing user base including many top projects in the space. Nevertheless, most investors still didn’t believe in the crypto opportunity, and especially not the data part of it. We went to SF in February 2020 and simply could not raise a $1M seed round. In hindsight it is pretty absurd that someone could have gotten ~10% of Dune for $1M less than two years ago, but not a single investor in Silicon Valley was interested. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F03709a0e07d72003175feb796b6cc03acdb95c42-1991x2000.jpg&w=3840&q=75) _Mats and me pitching Dune in Palo Alto February 2020 trying to raise $1M. Went home with zero term sheets._ Dune was born and raised in a bear market. Finally, in summer 2020, that bear market was coming to an end. It was “DeFi Summer” and Dune was a key destination for keeping track of all the humble yield farming, staking rewards and YAM insanity. We did $60k ARR and were growing our key metrics about 5% weekly. On our fifth attempt at a seed round 15 months after the accelerator pitch day we finally got somewhere. Getting the round together was still not easy, and we had to apply some serious hustle. No one wanted to lead the round so we ended up pricing it ourselves. It was certainly a stressful couple of weeks. We weren’t sure if it would happen this time either, but eventually we managed to get the raise done. We were finally ready to take Dune to the next level with what felt like a shit-ton of money: $2M. Series A -------- **Raised May 2021** **Round size: $8 000 000** **Team size: 6** **Fundraising time: 1 week** At the end of 2020 the v1 of our app, a fork of the open source analytics tool Redash, was falling apart as we had scaled to a few thousand users. Redash was a great MVP for us but the query execution queue was in the thousands, the app was slow and clunky, we had no proper public user profiles and so on and so forth. Something needed to be done. After over 2 years as a two man army, with no and low salaries, we finally had the money to hire a few more teammates. In Q1 2021 the four-person Dune-team with two founders and our first hires Wilhelm and Vegard (+ a consultant) took on an insanely ambitious project: rebuilding the Dune application from the ground up. We had no idea how long it would take us, but it was undoubtedly a massive endeavor. Thousands of queries, user flows and visualizations needed to be supported. After an intense effort we shipped Dune v2 on the 18th of March - we delivered faster and better than we could have dared to hope for. A small and dedicated team can take something from 0 to 100, real quick. By late April we were feeling good, crypto had continued to grow, and we had hired a couple of more team members bringing our total team size to 6 people. For a couple of months we had also started seeing something we were not used to: investors pinging us. They had been seeing Dune charts across crypto-Twitter and wanted to chat. While we felt like the seed round was just done, we realized there was a real opportunity at hand here. In late April we said fuck it and decided to go for a Series A raise. Mats and I made the decision on a Friday. I turned around and asked the VCs I knew if they would have a chat the week after. Over the weekend I put together a deck and started circulating before the calls. I remember saying to my girlfriend “I’m not sure I can do that long weekend ski trip in a month, as I will probably be fundraising then.” However, things had changed, we were suddenly hot. On the following Tuesday we got two term sheets: one at valuation we considered decent, and then one at twice the valuation - it was bonkers! From there things escalated like crazy. Partners that said they could only speak to us in a month could speak on 30 minutes notice. The FOMO was on and Mats and I pitched partners baaaack to baack for 12-14 hours a day through Wednesday and Thursday. By the end of the week we had a handful of term sheets and could probably had a fair amount more. ‍ ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3298d4b2771ccc3c27c7b1bbd1f538c70b1a672e-2000x1500.jpg&w=3840&q=75) _A walk in the park deciding on term sheets_ 10PM Friday, one week after we decided to raise, we signed a term sheet with our dream partner USV for a $8M round. It was the most intense and exhausting week of my life and we were totally overwhelmed by suddenly being “hot” to VCs, but it was certainly better than the 2 years of no’s and no-replies. Tables turn, live and learn. Series B -------- **Raised November 2021** **Round size: $69 420 000** **Team size: 16** **Fundraising time: 0 days** Fast forward 6 months after the Series A. Crypto kept getting hotter and more mainstream, NFTs blew up and you could track OpenSea volumes on Dune among a ton of other things. We kept growing our key metric 30% month/month. From August to September it grew a mindboggeling 175% month/month - all organic with zero marketing spend. We had grown the team to 16 people. Now in stark contrast from two years earlier all tech investors wanted their crypto play and they were certainly seeing Dune charts everywhere. After the Series A experience we were not too wooed by investors wanting to chat anymore and I turned down a handful of investor requests daily. At the end of the day it’s all about building product, community and team, so that’s what we kept doing. However, some time in October, Coatue managed to slip through the tight “no VCs filter” and I had a 30 minute chat with them. They were clearly impressed with Dune, displayed a deep understanding of what we’re up to and wanted us to let them know if we were fundraising. I told them we are not fundraising. We didn’t chat for a few weeks, and then they pinged me and said they had undertaken a due diligence of us outside-in. That was of course interesting and we got on a quick call where they showed me a 40 slides deck with a ton of customer interviews and insights about our market opportunity. It was all looking good and they said just let us know if you are fundraising. Again, I said “cool, but we’re not fundraising”. A couple of weeks later I got pinged again and they wanted to do a 10 minute call. At this point I was experienced enough to understand what that meant: a preemptive term sheet. I took the call and sure enough: they wanted to invest $50M at $500M - a very solid markup from our Series A half a year earlier. They also showed me some really really impressive data that they track, which gave them strong conviction on what we’re up to from the outside-in. In this call I also realized they were based on the West Coast, not New York as I thought. They were taking calls at 5AM to meet my suggested European time slots. Knowing their location I said I’d be happy to take the calls later in the evening, but they simply replied “we’ll work your time zone, no worries”. We were however still very much not fundraising, so I told them they would basically have to give us an offer we simply couldn’t refuse, and said “make it a billion and we’ll see”. They told me they would have to circle up internally, but that it didn’t sound entirely undoable. And now you know where this is going: two days later they come back with a term sheet at, _boom_, $1B. An offer we couldn’t refuse. And with that we had landed a unicorn round. What a time to be alive. Oh, and for the memes we made the total round size $69 420 000, yolo. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fda395a59e5971ac88f0f73bca2030695e8798ce8-2000x1500.jpg&w=3840&q=75) _Ah shit, here we go again. Over some good coffee we decided to say fuck it, and go for the Series B._ Getting funding for building Dune has been one hell of a ride with a lot of serious struggles and some amazing moments of joy. Interestingly, funding size and time spent fundraising has basically inversely correlated. If you’re building a startup remember that things can change quickly, you can grind for a long long time, with little or no progress, but when you hit it things can go absurdly fast. Just over 3 years ago we started from the bottom - now we’re here. Back to building til it's over, but it's far from over... so [we are hiring](https://dune.com/careers) ! **Bonus** If these tracks have been playing in your head while reading this: bingo! Congrats on winning the Drizzy pop quizzy. [Started from the Bottom](https://www.youtube.com/watch?v=RubBzkZzpUA) (duh) [0 to 100](https://www.youtube.com/watch?v=I2bBZvSPpOo) [Back to Back](https://www.youtube.com/watch?v=XHYG2crLab4) [Pound Cake / Paris Morton Music 2](https://www.youtube.com/watch?v=hijJuTY6Csg) [5AM in Toronto](https://www.youtube.com/watch?v=3t195yz9xCc) [What A Time To Be Alive](https://en.wikipedia.org/wiki/What_a_Time_to_Be_Alive) [The Motto](https://www.youtube.com/watch?v=BYDKK95cpfM) [Over](https://www.youtube.com/watch?v=2lTB1pIg1y0) Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Acaduneia: How Academics are Using Dune - Blog | Dune [All posts](https://dune.com/blog) Acaduneia:HowAcademicsareUsingDune ================================== Let’s take a look at what academia has been writing, examine their conclusions, the Dune data they use, and think about how we can expand on their work as a community. ----------------------------------------------------------------------------------------------------------------------------------------------------------------------- Research•November 29, 2022•6 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Acaduneia: How Academics are Using Dune](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F0252738c0040d6f9a2a79cd312188fdea576be4d-1200x675.jpg&w=3840&q=75) Dune Wizards are a diverse group. They come from all backgrounds, geographies, and skill levels - and do their magic everywhere from spare bedrooms to the halls of institutional power. Some are first-time analysts, taking their first steps into data through Dune. Others have vast data science experience and use Dune as their go-to tool for checking the chain. Others are some of the top academic & research institutions in the world! Over the past few months, we’ve seen several interesting papers come out of the academic and think tank sphere, from well-known institutions like: 1. Stanford 2. Cornell 3. UPenn 4. LBS 5. The IMF 6. Bank of Canada 7. Scalability and fragmentation in crypto payment systems. 8. NFT product/market fit and pricing theories. 9. Crypto standards development. 10. Slippage reduction in AMM trading. 11. The (inevitable?) centralization of governance tokens. 12. Frederic Boissay, Giulio Cornelli, Sebastian Doerr, and Jon Frost 13. ‍[Blockchain scalability and the fragmentation of crypto](https://www.bis.org/publ/bisbull56.pdf) 14. ‍[Bank for International Settlements Bulletin No 56](https://www.bis.org/) 15. Blockchains rely on native token prices to ensure security. 16. High token prices drive new entrants to alternative chains, leading to fragmentation. 17. Thus, as a blockchain grows it experiences anti-network effects (more users = pressure to shrink the network) 18. Money is a social coordination tool, and traditional payment methods and networks grow through network effects - thus “there is more promise in innovations that build on trust in sovereign currencies.” 19. How can we better understand users' flow from one chain to another based on chain usage and native token price? 20. What metrics do we have and need to measure the monetary qualities of crypto assets? 21. What does the industry need to have better interoperability? What data can we surface to support those efforts? 22. [Roman Kräussl](https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=355071) , Universite du Luxembourg - Department of Finance; Hoover Institution, Stanford University 23. [Alessandro Tugnetti](https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=5249406) , University of Luxembourg - Department of Finance 24. **‍**[Non-Fungible Tokens (NFTs): A Review of Pricing Determinants, Applications and Opportunities](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4112429) 25. **‍**[SSRN](https://www.ssrn.com/index.cfm/en/) 26. NFTs share the investment profile of physical collectibles, namely a high yield with a high-risk profile. 27. NFT prices move with BTC and ETH, in part because many people move their crypto wealth into NFTs - to speculate on an investment, to express their passion for a particular creator or collection, and to become members of the virtual communities associated with certain NFTs. 28. Because NFT markets are even newer than cryptocurrencies, they’re even earlier on the price discovery curve and thus very inefficient markets; we don’t have a definitive NFT pricing model as we do for fine art. 29. The oracle problem: there have been relatively few attempts to link NFT pricing to real-world data like real-time currency exchange rates to better price NFTs, or to check the delivery status of a physical product that comes with an NFT purchase to enable an extra level of buyer protection. 30. The interconnection problem: though token bridges have somewhat solved the cross-chain transfer challenge for fungible tokens, the lack of cross-chain transferability for NFTs means the markets on different chains have to, at least in part, be considered separately when thinking about pricing. 31. What data and metrics can we use to understand and define the key properties of each main category of NFTs? 32. How about the pricing models discussed? What dashboards can be created to compare different collections to themselves or others through the lenses of hedonic regression models, repeat sales regressions, vector autoregressive models, machine learning, and wavelet models? 33. How can we combine Dune blockchain data with other sources to tell a complete picture (e.g. the Google Trends to Unique NFT Wallets graph)? 34. [Sarah Hammer](https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=2615231) , The Wharton School of the University of Pennsylvania 35. [Brett Hemenway Falk](https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=3269274) , University of Pennsylvania - Department of Computer and Information Science 36. **‍**[Taming the Wild West: Achieving Public Policy Goals through Crypto Standards](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4096816) 37. ‍[SSRN](https://www.ssrn.com/) 38. They can reduce development costs by allowing multiple organizations to reuse (standardized) smart contract code. 39. They enable interoperability (see the 60k+ tokens that can be swapped on Uniswap thanks to ERC-20) 40. They can be made global, similar to the Unicode character encoding standards, to facilitate international trade and cooperation. 41. Since they’re voluntary, industry-wide input is needed for their development and formalization so the industry itself has a vested interest in compliance. 42. Since they don’t have the force of law, the potential repercussions of parties not adhering to standards have to be considered. 43. Standards implemented on-chain cannot verify the content of the data put on-chain via oracles - so issues around accuracy and fraud will still exist. 44. On-chain standards can’t control off-chain activities, so compliance and enforcement will have to be handled somehow. 45. How widely used are OpenZeppelin’s “reference implementations?” Can their adoption rate be analyzed to examine the potential opportunities and challenges in creating blockchain standards? 46. More and more centralized exchanges are putting proof of reserves on-chain - what metrics need to be monitored to contextualize this information and provide early warnings if a CEX may be in trouble? 47. What are the key oracles relied on by the crypto industry? How can we see the extent to which certain oracles are referenced? 48. **‍**[Irene Aldridge](https://papers.ssrn.com/sol3/cf_dev/AbsByAuth.cfm?per_id=1210072) , Cornell University 49. **‍**[Slippage in AMM Markets](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4133897) 50. **‍**[SSRN](https://www.ssrn.com/) 51. _Positivity in the quantities of both instruments to ensure that positive quantities are traded._ 52. _Convexity, to ensure that the prices rise when liquidity falls._ 53. _Asymptotic properties with respect to both x and y axes to ensure support for potentially infinite liquidity._ 54. A review of the key differences between Automated Market Making (AMM), which is the most popular format for Decentralized Exchanges, and traditional limit-order book-based market making. 55. A step-by-step analysis of crypto-token price formation. 56. A proposal of one solution for ex-ante slippage estimation that can be used to better trade on AMMs. 57. Can you identify trades with positive and negative slippage and compare by tokens traded, DEXs, and time? 58. How do trading volumes relate to Liquidity Pool sizes? Do some pools have much more liquidity than they need to minimize slippage given their average volume? 59. What can we infer about Orderbook vs AMM trade models based on the usage of each in different protocols? 60. [Joaquin Delgado Fernandez](https://orbilu.uni.lu/browse?type=author&value=Delgado+Fernandez%2C+Joaquin+50040094) , University of Luxembourg 61. [Tom Josua Barbereau](https://orbilu.uni.lu/browse?type=author&value=Barbereau%2C+Tom+Josua+50042838) , University of Luxembourg 62. [Orestis Papageorgiou](https://orbilu.uni.lu/browse?type=author&value=Papageorgiou%2C+Orestis+50043384) , University of Luxembourg 63. **‍**[Agent-based Model of Initial Token Allocations](https://orbilu.uni.lu/handle/10993/51934) 64. **‍**[University of Luxembourg](https://orbilu.uni.lu/) 65. Does trading behavior affect voting rights token distributions over time? 66. Do alternative, ’fair launch’ token allocations affect voting rights token distributions over time? 67. An agent-based model for the analysis of token distributions under various market conditions reflective of trading. 68. Simulation results showing how over time, regardless of initial token allocation, concentration is imminent. 69. Extended understandings of tokenomics to formerly include token allocations as part of governance parameters. Though they conclude the fair launch allocation pioneered with $YFI did not effectively combat governance token concentration, they acknowledge a few limitations: 1. Their clearing mechanism lacks a formal price clearing method, and they didn’t implement limit orders. 2. In their model, the decision-making of an individual agent does not depend on past decisions or those of other agents. 3. They rely heavily on the [Fear Greed Index](https://alternative.me/crypto/fear-and-greed-index/) as a proxy for market conditions instead of more granular indicators like specific asset prices or social media data. 4. How do the different distribution methods outlined here compare to each other in the real world? (Schedule-based; Pre-mined, scheduled distribution; Pre-mined, one-off distribution; Discretionary) 5. What about the allocation or incentive systems? (See Table 7.) 6. How do Voting Escrow (“ve”) tokens like veCRV, which are less liquid tokens used for voting, compare to non-escrowed, highly liquid governance tokens? The research must flow ---------------------- What an interesting research area! This is just a _small sample_ of more than 20 research papers that have come across the Dune desk in recent months. There's so much interesting work being done, and so much more for all of us to explore too. The great thing about blockchain data though, is that you don’t need to be a PHd candidate at a prestigious institution to access and crunch it with professional tools. All you need is some SQL chops and a Dune account. Anon Wizards can put out analysis just as good as Ivy League Professors! It’s great to see these institutions really diving deep into the frontiers of finance, and we’re looking forward to more papers. Make no mistake about it - what’s happening here on the frontiers of finance is very interesting to those who walk the halls of higher institutions - but learning, understanding and analyzing it isn’t limited to those halls anymore........ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 016 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest016 ============= Polymarket & Kalshi, Kaia USDT, EulerSwap, Hyperliquid, Uniswap v4 hooks ------------------------------------------------------------------------ News•June 28, 2025•3 min read [Kaiakaia](https://dune.com/blockchains/kaia) ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 016](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe0eb9e3c389d75f85cd686081cdce17121775a2b-1200x675.png&w=3840&q=75) [Polymarket and Kalshi, the InfoFi Unicorns](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5HY3qn9qW8wLKSR6lZ3lNW37j2Z07YR3kRVcRx1-8s8j-mW3_bbmb3BcqzGW3jhgPK15hZmFW8vNXS_3tG4xTW8TkD3P6TGkKQW5MLh9K50hnYkW7_5xT75qSFnxW7TW6wq1mpfDWW3ByJD83JpqHtW2SPFQq8GPtc4W37ck2L1rn9XNW619sK26jQGS4W1CBp6h7TytHCW8Bnwp54SvjJsW12LsJd78P_zHW1KxgdV6XgS84W62dBSZ66PZz2W3Qpw273xZqfFW6TmZq73XLB79VcZ4Wj3RyWmnMc5gmwZ9qmmW1XQjjn29pLjBW8QmP9q3NWbXgW1TSpj-4hhJV5N4Nx0Lq1DfvXW6PScjv3b41CgW9knP1C5JDnXxf2rz3Zl04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Two of the biggest players in the prediction markets space made headlines almost simultaneously this past week: **Polymarket is** [reportedly](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5G85nXHCW50kH_H6lZ3l8VSdK8X2hVQm5W7yySdN1n542qN8xWBLz2gTNTW6K5Kp03hMDBmW5w4dCn8r8rwTW3ZTD8q5GVFh1W8j49K16Z0SCWW8qNcyN2F1fJFW1zHhVl4V2V9QN9jCs4F-NxB4W1frs968gY38BW5VYvcP5GJZ8GW622B1z5TPbsrW89Qhtp6YX8vqVHdnh37_6NMCW3xxD-R4M8CxhW8t901q1Cth1mW7MHdVY63X0b9N28f15D1sjsxW6S7_SG61v-KvW1JMNVM1Mc5wXW3CHZMM2NftYNW4rtBcd1_v0NDN2bYkDBvNCNCW6hJLnq32cwH_W1_gMy27mpHBnW8hX9N74-0-StW3-tJPm41X0_lW4TnLrg6lKrxhW5J-b_t4qgjGbW42mgyq6jvQ12W6Sy5x828rS6vf1_sTKn04) **raising $200M at a $1B** valuation led by Founders Fund, while **Kalshi** [closed](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5Gs5nXHCW5BWr2F6lZ3kQW2r25-D6zLtgcVR8Mp58wcTkhW5swphL2b7Z3PW2bHH2f8dcgm1W6BKMNK5vHLlgW6LrM328THMwJN3y6mYfhJBWCW13jL2r2MdHr0N7Fks0WvXykHW6wwzTC4YhG-fW75GgYX15kgYmVGpLz01G2rK6W82s5zj9fcMtsW7Z50bL8hfT9gN1qQzlJsHnH7W51ljW45k3BVBW9kyw9z2db3wPW1Xv07F1hPZRpW351jt97qzW_jVTYK_75SYvXKW9hqtvB80YZbWVPXfQy2Vzt5XV4980c61QSrsW75-MZL18RxtPW2wz4vj1bNl6-W5g0Vgp6ZtDXBW9f69mX3RSn9YW6MHtqy1nsk9rVdzfns5xxF1SW5_J7yw6Wkw9TVC5FQQ1Rr8LcVY661w53jQyKW5Gvd102TrR1_W8mLGtj3RRSFCf85-Dx404) **a Paradigm-led $185M round** at **$2B valuation**. Despite regulatory hurdles that limit its accessibility, Polymarket continues to show strong demand. After dipping from a $2.6B peak in November 2024, **volume** has been steadily rising and **surpassed $1B in June 2025**. Adding to the momentum, X [announced](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5G85nXHCW50kH_H6lZ3mSW4Yt2ny1X-xZ3N651ctgxtrK8W462xsz8-ZFhCW69CHfH4YjB0-W6tRx7F6j5hR3W6xzclP3VLc3nW1njP9z350yj4W3K4tp01QC2HJW1Hrsw34qFkWNW6wYCnz7PS4h0W1Y9cz864hxFrVpnZRV3jswKTW8byPqh5bTRClW7zK3P38f4C3sW6JbBMG3FH8ZBW4zgkXC8FQX9DW1M2ZLS6YJlN_N1b7rfx9-5r6W48jvDw6lmvjgW1ts2j16kRz_xW2Fg69t2Q4p4lW6DfcdS52cVd6N1Y1YsLBqV3tW3dj1kT8TzrQ0W4m_2B52DLw6RW3z9lWQ8hBKqhW6lWMsl4c05jNW3-x6rs70fJMsW9g-VFK5NB1kKVkNpdg8DprkNMC4t7-vK7Y-W8hD3fB5FYllrf5nZ_6C04) a partnership with Polymarket to integrate real-time prediction data, Grok’s AI analysis, and X posts into a shared product delivering live, data-driven insights. Prediction markets like Kalshi and Polymarket are shaping up to be early pillars of InfoFi, where information is not just shared but valued, traded, and monetized directly. ![Volume USD per month](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F8a0ad9e34f4c5077dbcc01d63584e69a2d42d4e3-1120x659.jpg&w=3840&q=75) [Kaia Brings Native USDT to 196M LINE Users](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5HF3qn9qW7Y8-PT6lZ3pjW90qWYb3gspvNW3LzwND2QvrJcW4My9Gb5sm9VjW76S8TM4ng5LtN7Mt8rjPXkzRV67HCM8cdPy-W3yZPfR8nZypYW5SDgJN2WV8M2W4wyKjX3Ph6kmW6Qg5KJ54Tqb1MZVK3hDdkcCN4gdjzM2PKTXW8ZkyQj2L12GsW8N7pL07Pg4xZVVf2RN69jXGyN5fCWrt1KZKQW1MB-T13m_vCHW61ggcm3jGQnqN32mf9gBPbSRW4mzrn05yx2PRW2vb5Zw5jvLrvW3D9Gs07wVX8lN8GxQJSwbGZjW42r5L_7NyT1wW4g-mWV2gtyR9W5gtpP83S1KVNf5bHRZT04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- In May, Kaia launched native support for USDT, and this week, Hashed Official just published the first onchain data showing **$100M in USDT supply**. While user activity has normalized from April’s record 5.5 million **daily active accounts to around 500K**, the addition of native USDT marks a key step in expanding Kaia’s utility and enabling more stablecoin-based applications across its ecosystem. Through LINE NEXT’s Mini Dapp platform and self-custodial wallet, users can now send, receive, and use USDT for payments, rewards, and DeFi. As Kaia positions itself as a gateway for dollar-backed stablecoins in Asia, the launch of native USDT marks a major step in bringing stable, accessible Web3 experiences to mainstream consumers. ![Stablecoins on Kaia](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5d529bf8fa8be71f32658a7bd54339c883cd19dc-1120x684.jpg&w=3840&q=75) [EulerSwap Hits $300M+ in Beta](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5HF3qn9qW7Y8-PT6lZ3lzW8W8v7m8xp75zW61VVnQ2N2bPDW5YQvnl7tMZn5N8MRqNF_-5XJW8gq-9J2ChLM0W3HGGZp3qRmXLW7XQHyC2fzmqPW5X2C1D8hW0_mMN2H7rdhBGLW7l4H8B5Th8PRN6vvc3Py_DdLW8DpYtN1cXlkvW3n6Jc12fHjNWW95fvcF5tNjSPW3c1Fjv2FtY1fW8ZM1-M55CGwzW5BYhsk4dq5XnW1dSnMK5frl_GW90fpsQ6Jq9mDW4Cvv9T9cfb3nW8jJqFM78w7-YW1qThbx34vYk_W3MvWbH56KtPvW6tp84B8s70ljN25HQt8WKqgwW998DX17X6477f1RZykT04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Euler, the DeFi lending protocol, has launched its own DEX, EulerSwap, and it's already **crossed $300M in cumulative trading volume** while still in beta. Built on top of **Uniswap v4’s hook architecture** and deeply integrated with Euler’s lending vaults, the DEX allows LPs to earn swap fees, lending yield, and borrow against positions, all with the same capital. This unified design unlocks new levels of capital efficiency for DeFi traders and liquidity providers. While EulerSwap pushes the protocol’s reach wider, Euler is also going deeper, [expanding](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5HY3qn9qW8wLKSR6lZ3myW8MjzNy6Yr9rVW38qq1K1RnnFFN27w0z7WDcxSW6-G6Xz7Q4mxrW3Wk54n2DwJ0FVlbYdD4GJ2GBW64D_KJ58xqTJW1jn9zd3qyJLGW49n_Nn1cqN_FW3Z42jy2ccSNgW1mKy9s7fbz6-W8Xg7Yg7ZBJX6W4jvB1D8VgnZfW6dgZKs8mP5KyW1vqy8L6LJPmxW5bttmr55F_4wW5396443n-trYW4jfs-D7WWGLzW5F_Q4l8dGlfNW88s-276j85kKW2gJQnQ24xX9_W1nsCQK9d8xY3VVCCpm6TVFN8W8wSnBl5kjB7KW7t6h5N3PQr83W7MDVX06VRX7LW96w7NY58BpxRW7fTht_5s84Qjf7g8_K804) its core lending product to Arbitrum this week. ![Trading Volume (1)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4c0397cca3f608d92a6cff64e64e31a11d0686c6-1036x682.png&w=3840&q=75) [Hyperliquid Tops $1.5T Volume and $300M Revenue](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5HF3qn9qW7Y8-PT6lZ3lyW6Yc-ZP84gw29VQ4j5X8hFy9xW1BpqnK4F1M1SW4RYX8836lyL8W7hM5J36R0WjNW1DxdCP6hT5jxW37jbfG9bNPqZW4vkfc23MBk02W5x12W-2cSGnYV1WqPq52j9xzW9b1KwN4CTvZmW5fF0M89kykWXW5b-F4q9hBgmKW6jLlVT1G5-rjV5GhFS4BttlMW2z1K9s6ZzJlRW2Sm7TG63C7d0W3VSCcp4gdk-zW59nDkS27_8MnW8t87bD3T2c3rW4kNYc31qr_CTW3tXKrl1KsPQKVJq5G12-nZVTW8nNgk34v9B_dW4VF9v81C07kmN57L5N0zJysJf5HSV_z04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- The new Hyperliquid’s dashboard by Sealaunch reveals the scale of its performance: **$1.57 trillion in annual perp trading volume**, **$309 million in cumulative revenue**, and over **$3.5 billion in bridge TVL**. Monthly revenue remains strong, with **$55 million generated in June alone**. Built from first principles with custom infrastructure, including the HyperBFT consensus and HyperCore execution engine, Hyperliquid offers fully onchain perps with one-block finality and support for 200K orders per second. As the protocol scales and deepens its market share in onchain derivatives, **developers now have access to HyperEVM data via Dune’s** [Sim API](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5HY3qn9qW8wLKSR6lZ3nLVMTSv047H58qW3fflRp940pB0W41VKYY2G-4hNN8PVDPlJWRzYW1SyCQ310wKGqW230Wjz2DX50CW6NjJDx2tNqG3W7H0PJW3PQKkrW7fscP539GxyWW6D_cSd6r6bkHW6qNbq28YlYbMN9fxk3NtgL0fW5vN2tW2PsVMVW2kHB4R7hF_H3W3NJb3141YMZYW2SxRSC1STb2gVVB1S16my0b2W3z3KyC5XHPtcN8L3bXd72wbhW39jPT618j3xBW6xjrpS3yYGg2N12ZHzlTt8xtW3P9NkN1ww4g3W7MFd9-3l2lCNW2G2cZV6lDN6KW2TLrKZ9bGzpWW134BZl3zFmlqW9h7Rc33y07vrf6nkqb-04) , unlocking deeper integrations and use cases. ![HyperLiquid Revenue (1)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe41440ea24ad8f2a0793a747c7e15d04a2d27937-1120x702.png&w=3840&q=75) [Uniswap v4 Hooks Top $380M Volume](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5HF3qn9qW7Y8-PT6lZ3mjW2nvHs53pbty2W2gMVGv5gSpCNN3tKNj-CCKN3W89hh8j8WtMNdVzPqZH2bk1yGW8Q_ZMF8jwRk7W55_V_W48R_vyW7gCN-x3Z3hRdVTJYHb5SGMP3N41dHFKP1VX-VpG0Vm7FZXN5N6RrytX90ZxqMm3-j6Mlh95W6D3s8k6wkcPtW2HQHS47dVJXhVGzxvQ50xr7MW30q9yP64sfbXW2KtX1q69MtFCW8HBjX635fQvyW40GJnk1_-HjwVWWDV_6QQKJ9W3241wP7qGyT9W6W7sPz3ZzN8nW4-MJNq71y0bQW1WYqch621b8rW3GwqlH7MWQfsf8Lx_yz04) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Roughly two weeks after Uniswap announced its first [Hook Design Lab](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5G85nXHCW50kH_H6lZ3ndW5RWfXm1drxNVW5-t8bn8cSHJrW634-C-8kFfb8W1wyBZJ8tpVSHW7vg0sK3VcfpMW3D6YsM2F_68RW64Y5y15YBnrZN8G5jqYMFG3MN7W5CcGrQpvQVzxPqv7vfYPkW4s52jz3D4m2CW3yPYzt2x4KjpW8zY_VZ7wydszW51bRYN8RLsksN4CjNmpjQQZcMFKKGb7j11YW1J8RHs7Zg_ksW2MZHgm1BrV7RW7WZK8v1xrw4RW6v6nVd8PMvCDW2zxtgf7Q6PJkW3c5pzg4jX_cQN5t7cP-P3FZSW5spV855VnjMFW7LCw612G74cfW2FhTGY27NScMVyfq7C8l3KlVW8c9Vh85lPgnCW1lmwJM32-cpGW6pmfbs8qzNmKN299YJQgkkzVW4pGTsX8VktXyf5DV1QY04) cohort, hook-enabled pools are quietly gaining momentum. **Total hooked pool volume has surpassed $382M**, with **June averaging around $8M per day,** driven largely by activity on **Unichain**. Among the **top-performing hooks are EulerSwap** ($325M total volume), **Bunni** ($388M), and **Aegis** ($70M), all part of Cohort 1. Others like Kyber, Zora, and Gamma Strategies are also seeing growing volumes without incentives. The hooked share of Uniswap v4 volume is now approaching 4%, signaling growing traction for this modular new paradigm in AMM design. ![Chart-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F16a68f8b0cb8e6bbe90c92e7e214a57738bf5907-1120x701.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant on-chain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWGBMv7ZlNNyW4rXV6F2x_tpWW1HN78y5ylJwhN9cd5Gs5nXHCW5BWr2F6lZ3lcW3hkM-w3vl5LcVYLX1P2phNPQW4CgPY23nYqYQVCtx703KBY4gW2ZHngm2pt2s5W84JQ6t4qGt7hW50DKtg797T7nW62sjxB5f7Dj4W85RKGj8Fj3X9W4pSxrZ7gVF9zW6vMr9F2-8lxVW2y23rC64VQ2cW1Gj81y3vwZzkW3Nn-m31W1G8VW79pHHN1c9rdrW68K5v34QBzlDW3TlKL46Khv3SW6LCZr-68QQXgW1tF4GT5qNmb4W3-cGBW4TVq2mW9f19Bq5cWrYwW11fp985hZtBsW2156Ck3_vVTTW14xZF03H_BjvW4K6M9P8MtWpdW2rlCyr6FC886W6fksHP6r-9pRW8sGKWT20fslNW93H3ZL4b0L-vVBc4m51frTnZW5K-17z13sxy_W1NWpLF7HgrLQW8-Kmjj3tWntHW4xt_l_4kxnK5f4S-N8x04) . _The data must flow._ Dune Team ‍ Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 030 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest030 ============= RWA's special edition: BENJI, thBILL, DRIP, Ondo GM, Centrifuge SPXA, Aave Horizon, nTBILL, nCREDIT --------------------------------------------------------------------------------------------------- News•October 6, 2025•2 min read ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 030](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd295a8b308e6c28f3bba2424802d0beca25bcd67-1200x675.webp&w=3840&q=75) Since we shipped the [RWA Report 2025](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sqP3qn9qW7lCdLW6lZ3nSW20w6VK5d_NZQW5FNRB-2HpfHqW4KlDf-3WVB_6W2ZXqTd7SrD_vN4LH8Ky13J7TN7WhLfbqt470N3nSdxLfKv4vW8Jzc101VZyG4W7nMxWn2ptVdQW3rXqbd32cWW7W4N12YH8fb14zW47hNGX4MBvXDW2tf0xQ15lTmhW3dkmp85vbH19N8xw1qvDZ3QHW3g1N1D34rqF4W6zVtW64Mtvx9W5lhR8b2f6S1_W8fq4gQ8dQLqSW961DbR7tr83ZMDGphB6JjRZW1g3xQd50J2dmW2jy6H311N_MKW7t6PBX23kCbyf77ZBVF04) , the market has kept sprinting and September has seen —validating our four theses in real time. [Treasuries as the base layer](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sr43qn9qW7Y8-PT6lZ3lDW4QFxRF2Sv3myW1kzxVB27PkRLV_9VXp7N69LrW3Yqky14FQv6bW455pxn80Yv1cN5t0pKY59J6-W5v-KlW4g2dLbN51xrYkNqhMQW5c0Ccq4yVpDtW8b7yHc464hLcVjVVDh36n-csVyxQyS3hylDRW8dcpYf77kyKzW6Zh5y47HH6lBW74BHlj1l1ZlSW80C6cq71s90WW7xPqGg68wmH0W501gDB50_LdyW4GdL401gQkNbN7VryDj8_RkwW1stSKy3DnRHpW4Sn53q6fsK_gW2FcTSr6339cjW26QLpy8rG26MW2X7mbV3QYlrXW3TDgFf5C7JZMf4C-kJT04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- **Treasuries as the base layer.** The cash-like end keeps broadening its footprint: **Franklin’s BENJI** [expanded to BNB Chain](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sqv5nXHCW6N1X8z6lZ3kyW5jmvS83__RQtN2qpnpHV_3xQW7wH5xH2HpJzJN7xgkW2zRYLzN8X-vnRddBb4W8Q3JRw5bsVJdW7VBDLc6prcQSW7Qwtqh1qjS9xW7FpZKJ6s9Q1hW65pQc83Tdy5VW8STvjC8d7_8tW95ry1b19YDxzN7WjnhgHsmtdW5WVVt46VnX5QW6b6jPb3C437DW4nvGpc1wyQW9VnfDhK9kFBk-N3RBG-f8QdbLW1StK6H4Qw5nHW2mZBRv1FLjqGVMChm82nMWfXW7grxx-79848hW2RqjKZ7ms0k4W8R9yvD302CZQW8WNhV_8_WTwxW5SZtz58fYPqqW5B3GZp1tljHFW2RrP4J4sMXQvW5M5CNb4xF_K4W4dFN722MKsCsW9cMj554XTXp_Vn6_vm5H4QP-W8SxsN19kGXLmW8MzWkn7dXN6jW24Sxhb6KMbS2W4Mz3nk2y3LbKVsWShH6jCH_CW25r5_96y5yXkf5qvkHn04) , while **Theo Network’s thBILL** (tokenized short-duration U.S. T-Bills) launched on **Ethereum** and **Arbitrum** and surpassed **$100M TVL**, with a starring role in **Arbitrum’s DRIP** (it became the #1 USD-eligible asset with $82M market size). Furthermore, **Galaxy** teased a **multichain tokenized money market fund** (Ethereum, Solana, Stellar) to unify institutional cash-equivalents. These expansions and new launches underscore a key point from the report: even as the opportunity set expands, **high-quality, liquid treasuries remain the credibility and liquidity anchor,** still highly appealing despite a growing menu of higher risk-return products. ![Chart-Oct-03-2025-03-04-43-3718-PM](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F195a65caa44041f74c1d7608ce4073ce68c61b80-1062x688.png&w=3840&q=75) [Up the yield curve](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sr43qn9qW7Y8-PT6lZ3lNW4CMy8Y48hrvVW1SkzSt99Rxm7W6Flmlg2Ct70MW88BcsK54p5-7N4qblnSkJgM1W5w0dVk7HPQ7XW2zblKp4zvx_3W3X3kSr8CFNjDW8wFDBp7PfXTqVlM7qx2pDT4cW8RQZ0g5V-FxkW4RzRJK6HskdpW5JxTQX8Hxm8qMjTMc2mNRD9W8PdgCk3BQKVMW8-7FgB4thcz2W5zlv4N6kslWDW7WKqZR5Q0sGDW1bYjLY7gkj9sW1tSnnZ98b-KkW7PtkLm6Hd0WQW2cTR9T6d7Fd6W7_GmvS2yWYK8W8yD3sF8nR5KdW3mnJmf4YWsRzW1Ttf2M3Tv_KSf8XMv-j04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ **Up the yield curve.** With that foundation solid, capital continues to move up the yield curve. **Grove** [deployed](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3mPW6gryrt47FsZkN7WzjYF9z6FmVGk9tP7bKZXwW1p3D0Y5CjkbMW78sGDb1rd_y6VvSvBR5gmf4PW7zmL9q4X9NmRVddtw224fLSRW7mDpsK64cFygW5Pnrtb1mZYPDW2vWX-R5Lgg0lW24dRV_6XZ4BHW8hbKbr84FRYCVWyvzt5-mW7gW76yJrC5TPXdpVbRPZy20F5xWW8xYljd671sFYW4LyPC324fgByW2LQ1-m3dqDptW6x2dZ11bZtPZW93y9318rtq_rW38XjR35s5-YVW2m0FYF6cpCg8N9kkRp31cRPnW4Tl1TM4nQFTyW5JqScr2h5X1DW5zFnQR952lrPW9k-GpV1p04JBf8GhjmK04) **$50M** into **Anemoy’s Tokenized Apollo Diversified Credit Fund (ACRDX)** on **Plume × Centrifuge**, bringing diversified credit onchain at launch scale. **Maple** [crossed](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sr43qn9qW7Y8-PT6lZ3nBW5PrZ3J4yRDvFVJJP787T_HDjN2W2h5wVRWCwN7MwwbSgXq67N3mV-zQHfByyW85SZZV8RKq7rW67SgzZ5ZL3W7W2SvV9x42D0Y6W5F6KRb3WrXFNW1VLjln3g4SBgW1QN-8X3Zgj7WVdGgR_4tjsKvW7f2d4Q76hZKgW8XwXjJ93QLqGW8CGbww1bscgnW4pvys88JXYl9W5PgvBx59gCScW5yB9qC4587l0W8kwGkr3Rdmq8W6HlcQS30v7KMW1b0RKV6MVQZ3W8g8BbN13KZ5zW7vtRrd77DPlxW3ltrBG5DsDKKVl-pjF31xxlMVs9T0S1SkRwxf5b90q404) **$4B AUM:** **syrupUSDC, which also expanded to Arbitrum via** [DRIP](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3p1W941VQB5tN19_W9h0c7P1SFbLKW4sybBd8fTgZpW6Yz7Nh47BgHVW7nL4Bc5DHkpLVcDxgv3Y3_z_W5Bjd9R2jLP20VnyXVb6qln9KW2HRSBj7Lq4ZvW2zmZxQ1q0xwZN7BYYtHbMhYsW729XHg6vNkP4W43MxpP8TjqHJW8YxLvt604DnZW7vJRyk62wB7ZW7gjDsm6W0b3RW7bd7Zs7t-7tQW7RDSKK2Dpss2W1px1Bc5B2H_vW6DL_lm3Gq-79W8YHG007qcp-wN8LsYL3wSVTjW5S0Z_T4J3g9mMfjtkW44KDGW5-fhww8sK04nW5MZScP94s9tKW8nXzWJ5cpD79W5Y6KNN2mMtsTf6rnT2d04) **,** accounts for **$2.6B** with ~**$1.2B** loans outstanding, while **syrupUSDT** ranks second with **$636M** (the **$200M** Plasma [vault](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sr43qn9qW7Y8-PT6lZ3lMW5lKqC46XD0LwW3Nb_342HJyc3TldWb1FNN-HW2dc10m2W7CSfW6dpJ0Z1Kv8r8W5tzJnF2F7jK1W3fsRbt1jx5C1W5Dl-T_2zXdstW8yssW84cN0gmVjXmX-8JZdFQW5v0LX818yk_gW4PyHCB90vkDmW8bBg6k7hGY46N32jnHSBg-QPW6cg9sQ6fYHMLW1l5kT06yYpZcW1zZQzK302kPpW8W7B7C4FvN6ZW4Qn5FR6xrMvjW5wk9cG39Z3W5W770Bn56Gj2DKW3GcbwY8ljNjpW63WNw_4bYZgZMx7LJFQwk8SW7G4XzY4TSHLYW7dj4zF3fLKsMf97xw4R04) filled instantly). Equities are also sustaining the momentum: **Ondo Global Markets** **surpassed $300M TVL** with **ETFs now ~61%** of TVL, **Galaxy** tokenized [GLXY](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srH3qn9qW95jsWP6lZ3kqW7JmP7B5BdnMTW2BVRkj11zdGjW5SYG9S6vHXGTW1pV92X2x5zg8W3ffPMf3hZ983W8sSps661wgxbW3yKbLj2wxDklW4sSm-42zCnKvW3t5Hsx6NY_s2W6YZyhj6n2vQTW5kTvpm1RcKgzN3BVLBfNlFl3W3N59y_7cSr2VVnSNg88LzZFxW5z2p-M8k109RW7qb-8Q52lvMZW5W22HX2DMf0hW5xY-wn5ScPGwW18LPdt42-3rVW7Tmjjf7GMr6BW4ZrrmL5w83t5W8wSRS882NnvfW24_Sd63dbNHxN29f5fSrvV6TW7P4QxW55PtmWW19NFLg2g6fz9W65frFJ3XbsSHW7s8jSs4hjnQ8N8TxmXjw4-HYW14fhTQ700cbjf6WKsJ204) on **Solana** (SEC-registered shares; holders tripled to **70+**), and **Centrifuge** [launched](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3l7W3Vs-VD3fFm0kW3gCgMg2QzMgqW9bYjNk4M1xVjVpYlrN2mnFPrN16Dzm0FkBJFW6k14-H6VPkppM-1sBJS0p-0W5RKMFk7XPbfPW3TptSv8yzzpxW464g5Y8vwHVSN8msW9TvrmNfW8WNPzJ5jnDzvW6420B57300N8W3brSTn2fwsRYW2Hc-6c7HpZjcW1Z7MT36tQCN5W8Q1GTp6yzvvJW7nh4w94SVH7FVMyMdg1DY-hrW90nPMY2CMdK9VGjYQQ5rjb79W677V3h2Sc2cxW1xJ8xs6XKrg8W5XDk6W5B7sSPW1CJ7jn7vFG0kW1BQGLS8hxgHHW1H7vkw1cQkW5W5ZsSYg33SnlZf6v2ZrP04) **SPXA**, the **first licensed S&P 500® index fund token** on **Base** (Wormhole expansion next). ![Daily TVL By Symbol](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F7cdc216dbf95a54fd0cd5c24f946650ffd48fa32-1120x342.jpg&w=3840&q=75) [DeFi composability is accelerating](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3lRW8Zl4B05SvXCKW8Mlf__36bs5wW3NCdgm7Mh7jYW4qvQc36fzYM4W6dd7kV1YlKk2W4JdXnY6mT6kDW4JJp1k7gY9NwVBQqg66zXh05W5GPdFZ7VKwbwW2CdYR926mBW8W2FzRYn5VSRr9N2_Dgt88rL9JW22HKQd2jBVHSW2Z_-MV4qS3lNW8jkPTl3yYbHJVXnW_m2xqTKVW7xTSmn1-STMDW1hwxN_8yNWswW3N7PTS1nztc6W5Z2P5j1qbpg0W5jQzQm5ygm9YW7qrzd045tqlSW14YxZb7J-mLfN8_rg6PrblgPW15wstR3SkLG5W21JY9J1VrGK_W5Dc7TH2VVrx-VM_51C61M80Hf7WYT8804) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- The bridge from compliant assets to DeFi keeps strengthening: **Aave’s Horizon** RWA market is at **$180M** total size (**$134M** available, **$45M** borrows), with Superstate’s USCC ~$56M, RLUSD ~$54M, and Anemoy JTRSY ~$34M among leaders. **Centrifuge deRWA** [expanded](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3p4W6gFyHg6Cw9RgW9f4v1f41xQq5W8qxKkR1zGzsvW46xg2R24sYjzW6N7Rlq3jnpsNW6jFnW46d7nYBW48dgg063zr3-W5jrV_c4VD5bwW8wsz8Z6WSk75W4vLvFG7X3V9kW1MZVZD6zw4TtW6ZTW792v8zsTW8_4-711DxlmXW6sn-wv8z9cb9W8M-W7C53C191W7f6W8F4VNkP0W6gGb296d2pPmVtRL1d7SvB8kN15g-jKgg7xmW1DVSsb58WTBpW8KDfbR3vwV0VW6mBq2m2-mXz-W1K_NqV2fYGwpW5XWTKs47gttGW82qkgf6p2SPHW22MxQw8VfQfdN7LT9Vwmsd56W2ks0Y22y7-dsdVy69v04) to **Stellar** with **$20M** into deJTRSY and deJAAA, and **deJAAA** [crossed](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sr43qn9qW7Y8-PT6lZ3l2W1HFZBv3z34KkW7Wghmj7tkzm7N4lM0fm-gv8qN3_kD6l-qklWW2TxpVx5WBYGCVRZsnr6yM9W5W8cMrbh28yXJ1W78fCY16NP49CW13Gl3_8hm_B3LmrjvB9NrLVWZMb-1N4cr1M-V8d-mb5KkW7GJcLQ4xqvX0W7S6lCd4sgGN7W7Rnlqf82ZWrKW4-0vRx45bb4HN7ZnHp_X9gk4W94PXry3fWlC_W6-Lxlg9fDyfJW60-pVK65g3kJW6P5_-34F65HSW1L8l8d2ZJfPLW4Vz18v8fM7VFW3-56TY8jlP5cW6hPQG135fXd3W3TM3r28FcCjXf4t8jJF04) **$1M+** DEX volume on **Base. Theo Network's thBILL tokenized Treasury fund** [integrated](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3nzMswk_tpH4ZcW1812G-6CFJDxW8Lc_ds1DvnDyW5yMWCp4GsWbJW3lNBjm8cQrddW70QY7v2vLMcDW4szTXj7PjknfVP9rlb3nXfj3W5FQ43977mzh8W6Vm6xb1hkWSXV4NfFv6xRZzkW6zMKHm2_BKk0W22qJjD7S4ZKtW2WrX9J7M-GJNW6Bfrtw45cgj-W7WkJtl9bFpmMN5Ky6lT84bj2N6thnX5l829RW4YwB1y1WkQcsW5SGtrB7NzML9W7t3sLd3-9w2TW3d5yhz9btzW-W7gsg4J4B_99nW5JlBg05KWk5dW5_pSxR44l1XfW2TJcwN7Xv-7tW7TCsv283sSw7W1KxZrh340Kvcf1k0SD604) **with Pendle in September 2025,** enabling users to trade future yields via Principal and Yield Tokens. All clear signs that RWAs are being recognized as valuable building blocks of the onchain economy. ![Screenshot 2025-10-03 at 11.19.27 am](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fcb611052e3c4f16647d8f633089be768758f4c06-1120x711.jpg&w=3840&q=75) [Access is broadening](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6spW5nXHCW5BWr2F6lZ3kBW2cNnY93C_FVmN1xbxc93JvsSW4wB8D98nWwdNW2zQh5f6k5n8cW766xf56vzCDbN6mXxRKfrfpZW6RYHXY3BXK3tW3qhL5p5gyMcZW3TsL4285zYp5W7jPlb36rm1c1W8lLMG44dY4BDN77qTCJn2wf2W4QcL726zWCnJW7zjBwp7tqB4HW2JJZsz8yKB0gW99vJPX270SVpW803yR826v1LGW6y0r4M4TVWkPW7mZqjr7HkRkNVsQLhW7df2MgW23LPLL2N1JJHW95_Mtd7H5vrQW7xrb241J_gFwW2wDqQp5Hw-Q1W3wnnft4VnJ7rW54gBkx5CXh6xW4rMkqB84XpyhW6VcF672nYm3hW6gxhxS341RF5W1CCqjY67PJMbW4d_X228wsyLzW2YwDg68-6QBwW6VC0Z34Jj_DLW7gkTq_3HDphjf46bVfq04) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Higher-yield products, **permissionless** formats, deeper **DeFi integration**, and **new asset categories** are pulling in a wider user base. On **Plume**, **Nest** keeps compounding user scale: **nTBILL** and **nCREDIT** are around **100K holders** each, and **nALPHA** is nearing **200K**; **nBASIS** just [went multichain](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3mTW4PLwrb5fFZj6MfnTlbW6FnJW1D_zsq65cYf4W1mK8hM8ct-SGW94-Dzw7TWB9tW3RDG8_5QqcddW5mkn-F6CYj5vW6XWb6j1nMSVcW8CQrG173mMvqVY14Vc5MyxWVVF5SS82ctbJfMLKRygbhzDxW5sMcMx2SlB3KW2WLCcR8lh3rnW8xnRCp6z91SMW8jfGBD8ptp0vW901pc230VcySW607kb15nM-XsW5vHvQ88jxkpdW85qBRl68GXgWW9hVSfN7BDn4tW6tcVm131nMMTW7-HRLY7t6pZ2W4fbwHC2RphmQW1z2J9C7nksH5W6WN6bM1kW4m_W7CmYdf4QWJKgW3544pJ3C2SXVf9fL7cv04) expanding to **Plasma**, and opening USDT flows into Nest. Beyond treasuries and credit, new categories continue to open the tent: **GAIB** [grew](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3pJV7Hxvx3yMPkFW8mHrYD6qJGmgW3Lhy105GzM6mW6cpTzw78VkNrW4gkRcX3K56QcW3s46MZ2HLyPMW8q3Nck7Bv0lsVYSNBK7k8JxfW2Zf3tB6fpZLgW4F6LYl9dzMmPN4-Zs1DMQfdxW6z5f-S14_Wm7W308QR56YL8BJW8xJDLN4L_wJHW6TCwgm7F9-QwN71NyXQk5hLPW4cg-f11gBCg0W80DV6f6Q2tp-W23KBFM5nKVKmW8vGrH982M5wvW9b_87F2GCYJDW2DWlBp9lBz8bW3Kh4hh8dnZSxW3NP6qP8TRpTYW3NsWGf2C0HSyV2F14q59kPJCW4Fn9PS72Q-QNW1ZhHWt18LZvbf1b9x1204) from **$72M → $115M TVL** (GPU-backed yield, plus a new **USD1 on BNB Chain** vault), and **Spiko’s EUTBL** [surpassed](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sr43qn9qW7Y8-PT6lZ3kqW5q4yQQ1dqXvQN4btH5rF8dp3W52d6bQ2Fgx-QW5tdY7-25Nq4cW6PLnGV37D8pfW6QYG0p30-6wpVV6WDp4f9H_GW3W381G8kYqMkW2vhW0L4222_JW3PS8xS48XRDZW19zCy35RSndbW2ntYS489WqclW1XSYQz1N9J17W4y1D_h27ZzPrW7h6slH38ZhN0V1vzKw4Z3r4rN75LZ_vSN0q7W8bsxVm78NQ9yW9k7f6m3F8l1RW3X5tJW49MpwMVbM5hy2cvptYW2J5dPS1p3fvVW3Cfl_v6zh1ZSW5mxfCM56Zhc_VjWQl14csj8gW45LZ1S6Cg-6Kf27jW7q04) **1,500 holders** as non-usd money-market adoption widens. ![Total Depositor](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fb1065bb3441aa48b04d33e0866540ac3d9e48937-1120x477.jpg&w=3840&q=75) **Infrastructure matters, too.** **Securitize** [expanded](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6spW5nXHCW5BWr2F6lZ3nRW4KyQLb4kxNzqW4NT4-56-sVV-W3LL-H65hMMZcW2nr0XG7LVHzzW6ScQbW935Hf5N1q3J3_69_HhVshnsn4J8srkMjJ3flNb7w0W9b5R3p7sMS8PW3Xcfhl3ZphdSW21J-G95Nm8snN4PvFLK_gz7MVcTv9M4YjbF3N35t-VKKkN0rW8cvzx-8W0BHBW6_nLWq6xf8vrW50w3GH2dtkFFW41-72712QlppVDKX7b4bBjVxW2Fr_JT4t3GLZV9Z24j3c41hhW9b8l1d7kJfMtW7664fh2LxPqrW8HDZG88TB-nSW6bTYGr8t1YyQW467sTP2CwjNDW3SQ36x8H-f-0W6Ym8_s62lDF7W6yqt_n7MxrJlW4Sr4XY2sShG7W7bRkG-5mNZl-W4vY9TQ8cY925W90qf1q75GG3tW7mjwKy7DQ0S6f4jkBZb04) to **Sei** with **Apollo’s ACRED** as the first tokenized offering, while [XRP Ledger’s MPT](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6srn3qn9qW8wLKSR6lZ3m6W2Q3whm4RP2GSVr-V-g8Tt07rW8H-v0S66Cw_ZN8ptCQq4cXf0N7qhzBhmBPlPVh0jNb5hWdZhVSTL-l1-2RRLW3v76Rg4FjhWnW6JpJtw6p5bZZN1Fsj0lxPncyW1V1Bfr1JPT0bW5SFGgl11wRnhW4z-Ds540ZY6vW701fWN2BghMKW6nCSpT64dF2HVjLL386r3LxMW8v2Mbs4hsq3bW9hqDLw7L8_S3W5rbm8V26cCFMW5ZR2_h6bnbJjW2Xb7Nx7DCKmGW6lm2Gl3PHmL3N605PTTSJQKtW7Z-G7y41mmwLW6XPxQz5_lTDmW91K5WS2qkHkpVLsbN31rxpQkVTN3js4k3dltf1FNrN604) aims to streamline compliant RWA issuance and DeFi support. ![RWA report](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F924ebbb18950b717ebbaf49db0adfca9f0a0f9ca-1120x429.jpg&w=3840&q=75) Bottom line: the flywheel is spinning—**quality base assets → higher-yield products → DeFi integration → broader access**. If you haven’t yet, grab the full report for the data, dashboards, and theses behind the trendlines: [Download the full report](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VWzZfX2-yyFhW64_ZJZ7gFqWWV9TLwZ5DdM7sN1c6sqP3qn9qW7lCdLW6lZ3l_N8n-F1m77826W5q_0gh2qPz4WW7MX0264QLkmkW1r2Y6Z2vQPN4W54SWHY76HVRMN80S0_3KGzgjW1JD_fY4X0qF6W19cmXB7ZRS9yW9cnLcT5bcSd3W3xkg8p8JZk4xW5RMLz816d_bXW7GlL7Q3glcxhW4FZjM16qtPN7VWB7nT52R45wW3Hfm0v5qJXpTW5qq4R85pcZNrW8hJRwc3G5-LdW24gD_v47bkWfVN3r1N61HfV1W7RDWVf5VvBXqW4GrFxc7H669hW6Vm9m56y1p91W7ZPVCX8SGPxMW15qm-Z7PwH6wf3VfKZz04) ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. 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[Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Product Announcement Mats Olsen - Blog | Dune [All posts](https://dune.com/blog) DuneProductAnnouncementMatsOlsen ================================ Dune's Co-Founder and CTO, Mats Olsen talks about the future roadmap of Dune and announces the Dune API! Dune's API allows you to make any query into an API endpoint in an instance. To learn more about the Dune API, visit https://dune.com/docs/api/. Mats' Twitter: https://twitter.com/mewwts --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Dune's Co-Founder and CTO, Mats Olsen talks about the future roadmap of Dune and announces the Dune API! Dune's API allows you to make any query into an API endpoint in an instance. To learn more about the Dune API, visit [https://dune.com/docs/api/.](https://dune.com/docs/api/) Mats' Twitter: [https://twitter.com/mewwts](https://twitter.com/mewwts) [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. 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Meghan's twitter: https://twitter.com/Dot2DotSeurat ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Guide•December 6, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune Meghan Heintz walks us through Dune's Spellbook infrastructure in this hands-on workshop. To learn more about Spellbook, please consult our documentation: [https://dune.com/docs/spellbook/](https://dune.com/docs/spellbook/) . 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Our values ---------- Get to the heart of it We communicate directly and concisely. We tackle difficult topics head on and believe that daring to have difficult conversations yields better outcomes, relationships and more trust. Embrace the rollercoaster Our ride requires a growth mindset and the ability to enjoy working on an endless stream of really hard problems. Discover opportunities to learn and grow where others see crises. A roller coaster ride is uncomfortable but will also make you smile and laugh if you embrace it. Our integrity is priceless Our integrity is revealed when it's costly to maintain. We have the courage to stand up for what is right even if we face adversity or if nobody is looking. Our integrity defines us and without it we have nothing. One team, one dream We are one team working together to realize our mission. Our priority is team over individual. We work as a tight knit group moving fast together across teams and functions. Change the game We are ambitious and care about having a massive impact on the world. We have the courage to make bold decisions and transform the world around us. We don't settle for small outcomes. User empathy We're here to make the lives of our users easier. We put ourselves in their shoes and obsess over solving their problems. We never let any of our efforts drift away from that pursuit. Create magic Take pride in your work and strive for excellence. We don't settle for uninspired efforts, but go the extra mile to make something magical. Sense of urgency We move fast and work hard to get things done. We have a bias for action because action produces information we can iterate on. ![Team photo 1](https://dune.com/assets/team-pics/66f2cc4be9a15abf1127d7a2_Image-2-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 2](https://dune.com/assets/team-pics/66f2cc570c112dd80a24be94_Image-3-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 3](https://dune.com/assets/team-pics/66f2cc73df2e0a8a4bd07a7b_Image-5-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 4](https://dune.com/assets/team-pics/66f2cc7a74a3db1620fd0fd6_Image-6-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 5](https://dune.com/assets/team-pics/66f2cc841b25645eb92460dd_Image-7-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 6](https://dune.com/assets/team-pics/66f2cc90e354887981b8b93e_Image-8-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 7](https://dune.com/assets/team-pics/673b427354f2a256a5b09ec3_000014-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 8](https://dune.com/assets/team-pics/673b43f365ae462a6f7db688_02--p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 9](https://dune.com/assets/team-pics/673b44041699d55f170d9e9b_05-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 10](https://dune.com/assets/team-pics/673b47ddce0d5d2238e507af_DuneCon-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 11](https://dune.com/assets/team-pics/673b480cb4e13077f5a3ed77_Team-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 12](https://dune.com/assets/team-pics/673b48d6f2851f92d4465106_sly-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 13](https://dune.com/assets/team-pics/67aa2cbbdff2ce88853307fd_Image-2-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 14](https://dune.com/assets/team-pics/67aa2cd0a35c6f2a2ed22f10_Image-3-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 15](https://dune.com/assets/team-pics/67aa2ce740efd201d4e84d8a_Image-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 16](https://dune.com/assets/team-pics/67aa2d6361f5a26d65800289_Image-1-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 1](https://dune.com/assets/team-pics/66f2cc4be9a15abf1127d7a2_Image-2-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 2](https://dune.com/assets/team-pics/66f2cc570c112dd80a24be94_Image-3-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 3](https://dune.com/assets/team-pics/66f2cc73df2e0a8a4bd07a7b_Image-5-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 4](https://dune.com/assets/team-pics/66f2cc7a74a3db1620fd0fd6_Image-6-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 5](https://dune.com/assets/team-pics/66f2cc841b25645eb92460dd_Image-7-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 6](https://dune.com/assets/team-pics/66f2cc90e354887981b8b93e_Image-8-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 7](https://dune.com/assets/team-pics/673b427354f2a256a5b09ec3_000014-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 8](https://dune.com/assets/team-pics/673b43f365ae462a6f7db688_02--p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 9](https://dune.com/assets/team-pics/673b44041699d55f170d9e9b_05-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 10](https://dune.com/assets/team-pics/673b47ddce0d5d2238e507af_DuneCon-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 11](https://dune.com/assets/team-pics/673b480cb4e13077f5a3ed77_Team-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 12](https://dune.com/assets/team-pics/673b48d6f2851f92d4465106_sly-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 13](https://dune.com/assets/team-pics/67aa2cbbdff2ce88853307fd_Image-2-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 14](https://dune.com/assets/team-pics/67aa2cd0a35c6f2a2ed22f10_Image-3-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 15](https://dune.com/assets/team-pics/67aa2ce740efd201d4e84d8a_Image-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) ![Team photo 16](https://dune.com/assets/team-pics/67aa2d6361f5a26d65800289_Image-1-p-1080.webp?dpl=dpl_BSRJYSM9KHdvNzmZSqwZVa8xgNS1) Benefits and perks ------------------ Salary in the top 25% of industry Using market-leading data and calibrating the team to market yearly, we ensure we stay competitive (75th percentile). Equity in the top 25% of industry We want Duners to have a significant stake in Dune. Our scheme has great terms with a heavily discounted strike price & a 10-year exercise window. Annual Stock Rewards for Outstanding Impact To reward exceptional impact further, you can receive performance equity grants every year with the chance to double your initial grant over 4 years. Pension + 401(k) Plan Auto-enrollment into national pension schemes with monthly contributions. Flexible Time Off 25 paid days off per year (excl. National Holidays) + flexible public holidays you can move to any day. Distributed Team We are a distributed team, across Europe and East Coast US with a remote-first approach. Focus Time Say goodbye to meeting overload! We believe in a healthy mix of async and sync work, so you can focus on what truly matters—no more wasted time on endless meetings! Co-Working Travel Allowance We know working in a remote setting can be isolating, so each Duner has a yearly travel allowance for connecting and co-working with teammates. Global Offsites & Team Meetups We get together every quarter in a different location as a company or team to connect, work together and have lots of fun. Stipend for Home Office An allowance for your at-home setup, to ensure you are happy, comfortable and productive. If you prefer a local co-working space, we'll pay for your desk. Private Medical Insurance Good health is important, so we offer private medical insurance, dental & vision as standard. Parental, Foster and Adoptive Paid Leave 16 weeks leave for primary caregivers and 6 weeks for secondary caregivers at full pay, to use throughout the child's first year. Plus a 2-week part-time phased return. ### Open roles ### Learn more [Raising the Bar: How We’re Scaling Support at Dune\ \ How we’re elevating the support process at Dune\ \ Team\ \ 2025-08-01\ \ ![Raising the Bar: How We’re Scaling Support at Dune](https://cdn.sanity.io/images/fox336rh/production/f2933f34fa613f668cb0b7a19dc4ddd14aff7bd1-1200x675.png)](https://dune.com/blog/support-at-dune) [Meet the team: Alanna\ \ A Senior Product Designer’s journey from studying human behavior to crafting cutting-edge blockchain tools—blending creativity, data, and teamwork at Dune!\ \ Team\ \ 2025-03-28\ \ ![Meet the team: Alanna](https://cdn.sanity.io/images/fox336rh/production/bc5c4a91e517ae04345cfc72aa42dc8a70a5b619-1200x675.png)](https://dune.com/blog/meet-the-team-alanna) [Meet the team: Austin\ \ Meet Austin, a designer at Dune, thrives in a maker-focused culture, creating magic through collaboration, innovation, and a passion for excellence.\ \ Team\ \ 2024-08-05\ \ ![Meet the team: Austin](https://cdn.sanity.io/images/fox336rh/production/58ae6398e04b638e36e594f18c0b988ae1bd0b23-1200x675.webp)](https://dune.com/blog/meet-the-team-austin) [Meet the team: Beccy Ingram\ \ Discover what it’s like to lead People at Dune— from building a unique culture to creating meaningful connections every day.\ \ Team\ \ 2024-07-04\ \ ![Meet the team: Beccy Ingram](https://cdn.sanity.io/images/fox336rh/production/20882e467af222050abfa2656cdcd03118664481-1200x675.webp)](https://dune.com/blog/rebecca-ingram) [Levelling Frameworks\ \ How we develop talent and support career growth at Dune\ \ Team\ \ 2023-02-07\ \ ![Levelling Frameworks](https://cdn.sanity.io/images/fox336rh/production/40fe762bd04f53809d40a5ea36d1e17af7a20c06-1200x675.webp)](https://dune.com/blog/levelling-frameworks-at-dune) [Dune's Vision\ \ Our mission is to make crypto data accessible. What does the world look like when we get there? Here’s our take.\ \ Team\ \ 2022-12-13\ \ ![Dune's Vision](https://cdn.sanity.io/images/fox336rh/production/d7c7d23d7a226806d6246fb7625144820c12ed02-1200x675.png)](https://dune.com/blog/dune-vision) [Follow us on X\ \ For memes and meetups](https://x.com/Dune) [Connect on LinkedIn\ \ For serious business](https://www.linkedin.com/company/dune-analytics) [Discord\ \ Join the Dune community](https://discord.com/invite/dunecom) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Sonic is Now Live on Dune - Blog | Dune [All posts](https://dune.com/blog) SonicisNowLiveonDune ==================== Bringing Transparency to a Fast-Growing Ecosystem ------------------------------------------------- News•December 18, 2024•2 min read [Sonicsonic](https://dune.com/blockchains/sonic) dune-catalyst data ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Sonic is Now Live on Dune](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F42f720b1e7f4ae4091b56d45bba0be76abb739ba-1400x787.webp&w=3840&q=75) We’re excited to announce that [Sonic](https://www.soniclabs.com/) , an EVM-compatible Layer-1 blockchain, is now integrated with Dune. This integration provides developers and analysts with access to Sonic's on-chain data, enabling deeper insights into its performance and ecosystem. > “ > > “Sonic’s cross-chain innovations and thriving NFT ecosystem are setting benchmarks in Web3. Dune now offers the data clarity needed to dive deep into its activity.” — Fredrik Haga, Co-Founder & CEO of Dune Understanding Sonic ------------------- Sonic is designed to offer exceptional scalability and speed, achieving over 10,000 transactions per second with sub-second finality. Its EVM compatibility ensures seamless integration with existing Ethereum-based applications, providing developers with a familiar environment to build and deploy dApps. Sonic's ecosystem is rapidly expanding, supported by incentive programs such as the Innovator Fund and Fee Monetization, designed to attract developers and users to the platform. These initiatives aim to foster innovation and accelerate the adoption of apps within the Sonic ecosystem. Exploring Sonic Data on Dune ---------------------------- With Sonic now accessible on Dune, users can: * **Analyze Network Activity:** Examine transaction volumes, smart contract interactions, and other key metrics to gain insights into network utilization and performance. * **Monitor Ecosystem Growth:** Track the development and adoption of dApps within Sonic's ecosystem, including DeFi protocols and NFT platforms. * **Assess Cross-Chain Interactions:** Investigate how Sonic facilitates interoperability with Ethereum and other blockchains, enhancing the versatility of decentralized applications. > “ > > “We’re really excited to see the Sonic network’s data on Dune, one of the most well-known data analytics tools in the industry.This is a meaningful step toward making blockchain data more accessible and useful for everyone.” — Michael Kong, CEO of Sonic Labs What’s next? ------------ If you believe there's a blockchain that deserves to be part of our platform, we invite you to submit your proposals through our [Data Request list](https://dune.com/feedback/?b=6595c480143e3c7207d23019) here. Or, use [Dune Catalyst](https://dune.com/product/dune-catalyst) to integrate your blockchain and make it discoverable on Dune! Resources:[‍](https://docs.dune.com/data-catalog/evm/viction/overview) ----------------------------------------------------------------------- [How to create Dune Dashboards](https://docs.dune.com/home) [Use Dune API‍](https://docs.dune.com/api-reference/overview/introduction) The data must flow! Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # The World of 1000 Blockchains - Blog | Dune [All posts](https://dune.com/blog) TheWorldof1000Blockchains ========================= Consensus 2024 highlighted the future includes thousands of blockchains; Dune is making this possible. ------------------------------------------------------------------------------------------------------ Research•June 13, 2024•2 min read data blockchain-infrastructure layer-1-layer-2 ![@Arnaud Simeray](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ffa348f19b468070d0ee164af44149700e27e9d50-800x800.webp&w=96&q=75) [Arnaud Simeray](https://x.com/Arnno39) Go-To-Market Lead at Dune ![The World of 1000 Blockchains](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fb12ccce333391e7124003ca6d003ebfa4e388bc8-1400x787.webp&w=3840&q=75) During the recent [Consensus 2024](https://calendar.google.com/calendar/ical/alsie%40dune.com/public/basic.ics) conference, it became evident that the future of blockchain technology is not limited to a handful of networks. Over two years of observation and interaction within the industry have led me to a compelling thesis: we are evolving toward a "world of thousands of blockchains." This blog post explores the implications of this shift, the diversity it brings, and Dune's strategic approach to making blockchain data universally accessible. Embracing Blockchain Diversity ------------------------------ The cryptocurrency and blockchain landscape is burgeoning with hundreds of active blockchains, each tailored for specific purposes such as financial transactions, gaming, and digital art. This diversity is not merely a complexity but the backbone of Web3's strength. This variety drives technological advancements and allows customized solutions to meet specific needs. The Reality of Blockchain Proliferation --------------------------------------- While some voices at Consensus 2024 advocated for the predominance of giants like [Bitcoin](https://bitcoin.org/en/) , [Ethereum](https://ethereum.org/en/) , and [Solana](https://solana.com/) , the industry's direction points elsewhere. Technological advancements have simplified the launch of new chains. Platforms like [Optimism OP Stack](https://docs.optimism.io/stack/getting-started) , [Arbitrum Orbit](https://arbitrum.io/orbit) , zkSync Stack, Polygon Labs CDK, and Rollup-as-a-Service offerings from Conduit, Gelato Network, Caldera, or AltLayer are democratizing the creation of blockchain networks. Last week alone, I met with 16 blockchains set to launch in the next 60 days, including the exciting Gravity chain from [Galxe](https://www.linkedin.com/company/galxe/) . The Challenge of Data Accessibility ----------------------------------- Despite the exponential growth of public blockchain data, accessing and making sense of this information remains a daunting challenge. The data landscape is becoming increasingly fragmented and inconsistent, posing significant hurdles for developers, analysts, and businesses striving to leverage blockchain technology effectively. Our mission at [Dune](https://www.linkedin.com/company/dune-analytics/) is to make crypto data accessible. Known as the source of truth in the blockchain industry, we realized at the end of last year that we weren’t covering the entire crypto data landscape with only a dozen chains. In January, we committed to truly supporting our industry and community by becoming the central hub for all crypto data. We now support 30+ blockchains and 1000+ protocols, but we’re not stopping there. Introducing Dune Catalyst ------------------------- ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F858d36e87ef9113301e9ceaaa2a2ad1aebc10a38-1400x787.png&w=3840&q=75) To further our mission, we recently launched [Dune Catalyst](https://dune.com/product/dune-catalyst) , an initiative aimed at integrating 100 new blockchains into the Dune platform by the upcoming [DuneCon](https://community.dune.com/dunecon) in November at DevCon, Bangkok. This ambitious project invites blockchain founders to connect with us, ensuring their technologies are represented and accessible on our comprehensive data platform. To add your blockchain to Dune, [start here](https://dune.com/product/dune-catalyst) . The shift towards a multichain world is not just inevitable; it's already underway. At Dune, we are committed to supporting this diversity by enhancing the accessibility of blockchain data, thereby empowering developers, analysts, and enthusiasts to engage with and innovate on these platforms. As we expand our reach and capabilities, we continue to invite the community to join us in shaping the future of blockchain technology. The data must flow, through 1,000 chains. Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # How we've improved Dune API using DuckDB - Blog | Dune [All posts](https://dune.com/blog) Howwe'veimprovedDuneAPIusingDuckDB ================================== Learn how Dune's enhanced API enables pagination, larger results, and new features like filtering and sorting. -------------------------------------------------------------------------------------------------------------- Research•July 30, 2024•4 min read dune-api ![@Miguel Filipe](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4df3dfd1fd742228ae92d419f2c1a10c6034c7be-399x399.jpg&w=96&q=75) [Miguel Filipe](https://www.linkedin.com/in/miguelmfilipe/) Principal Engineer ![How we've improved Dune API using DuckDB](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F7223dd1fb2cce9964012bb6df7de9ac745235390-1200x675.webp&w=3840&q=75) At [Dune](https://dune.com/) , we value our customers’ feedback and are committed to continuously improving our services. This is the story of how a simple, prioritized feature request for [DuneAPI](https://dune.com/product/api) —supporting query result pagination for larger results—evolved into a comprehensive improvement involving the adoption of [DuckDB](https://duckdb.org/) at Dune. ![Dune API](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F8697925acb1dc7caf1261cc31f1ed134b08dac31-1950x1182.png&w=3840&q=75) We’ve learned a lot during this journey and are excited to share our experiences and the new functionalities we’ve been building. Motivation & Context -------------------- The journey began with user feedback and a repeated feature request: “Dune API doesn’t support pagination, and the maximum size of query results is limited (~1GB).” Users needed to read larger results, which required supporting pagination. At the end of 2023, we finally prioritized resolving this issue. ### Why no pagination and 1GB limit? To address this question, let’s start with understanding our initial architecture and its limitations. Our original capabilities were designed to serve the needs of [Dune Analytics](https://dune.com/) , a platform focused on visualizing crypto data through dashboards and graphs. ![Dune Dashboard Example](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F1de6c57a4378b87356f1bfe84fd8fc2c9a9b0676-3168x1072.png&w=3840&q=75) This use case leveraged the following architectural decisions: 1. Query-Driven Visualizations: Each visualization on a dashboard was tied to a specific SQL query. This setup allowed for consistent and static data views, which were suitable for our initial visualization-centric use cases. 2. Powerful Query Execution: SQL Queries offer the expressiveness and capability for rich and complex data manipulations required to query and aggregate large datasets 3. Small, Reusable Query Results: Visualizations typically require manageable data sizes, optimized for quick rendering on dashboards. Large datasets were unnecessary, as visual elements have limited pixel space and do not need millions of data points. 4. Caching: To improve performance, we cached query results. This approach was suitable for dashboards that repeatedly accessed the same query results, reducing the need for re-execution. 5. 1GB Result Cap: The API was capped at 1GB per query result because larger results were unnecessary for visualization purposes and could overwhelm the system’s memory. 6. No Pagination: Since visualizations generally required the entire dataset at once, there was no need for pagination. 7. Complex Query Execution: our query execution is powerful but massively complex queries can be too slow 8. Search and Filter: Jesse needs an app to search and filter large query results by wallet address or time window, requiring advanced filtering and efficient handling of large datasets. 9. Data for Charts: Logan needs to feed specific data into charts for mobile, requiring low network data usage and dynamic sorting and filtering. 10. Data Science: Another use case involves performing data science on large sets of crypto transactions, emphasizing the need for pagination and efficient data handling. 11. Flexibility and Integration: Developing an API that easily integrates with existing Dune functionalities. 12. Real-Life Applications: Using real-life applications, like Dune dashboarding, to guide feature development. 13. Embrace new Technology: Using new technologies to bridge user needs and our engineering capabilities. 14. Maximizing Value: Extending the use cases we cover with existing Dune queries and query results, maximizing the value provided to our users. 15. **Reading/Querying Cached Results**: Support our cached Results format. 16. **Low-Latency Response**: Queries must return within 100-200 milliseconds for interactive use. 17. **Cost-Effective Execution**: Ensuring execution is inexpensive enough to allow multiple requests per user interaction. 18. **Load Query Results into Another Database**: This approach would involve selecting a database with better cost-effective performance suited to our use case than Trino. 19. **Implement Features Directly**: Building our functionalities on top of our existing query-result format (which was compressed JSON). ### Considering Future Growth Beyond our immediate needs, we also had to plan for future functionalities: * **Aggregation Functions**: Allowing for aggregation operations on specific columns. * **Re-ordering Results**: Enabling re-ordering by any column. * **Handling Larger Results**: Increasing the query result limit from 1GB to potentially 20GB or more. * **Parquet Query Result Format**: Improving our query results format, moving from compressed JSON to [Parquet](https://parquet.apache.org/docs/overview/) . * **Support Our Query Result Format**: Compatible with compressed JSON and Parquet. * **Fast Query Execution**: Return results in less than 100 milliseconds. * **Cost-Effective**: Lightweight and inexpensive, allowing multiple queries per minute without significant costs. * **Data Format Support**: It supports querying and loading data directly from JSON and Parquet. * **High-Performance SQL Engine**: Its robust and modern SQL engine supported our required usecases within our latency and cost requirements. * **Flexibility**: The ability to handle advanced query functionalitities and larger datasets without significant changes. * **Easy to use**: We had a working prototype of loading and querying our query results in an single day. * [Pagination](https://docs.dune.com/api-reference/executions/pagination) : Retrieve data in manageable chunks to handle large datasets. * [Filtering](https://docs.dune.com/api-reference/executions/filtering) : Apply filters to query results based on specific columns and criteria. relevance. * [Sorting](https://docs.dune.com/api-reference/executions/sorting) : Organize query results in a specified order. * [Sampling](https://docs.dune.com/api-reference/executions/sampling) : Retrieve an uniform sample of the dataset for efficient data analysis and visualization. * [Custom Endpoints](https://docs.dune.com/api-reference/custom/overview) , which allow users to create and manage API endpoints from Dune queries. * _Preset Endpoints_, which provide quick access to standardized and essential data, eliminating the need for custom queries for frequently needed information. * [Contracts](https://docs.dune.com/api-reference/evm/endpoint/contracts) : Data on blockchain contracts. * [DEX Metrics](https://docs.dune.com/api-reference/dex/endpoint/dex_pair) : Information on decentralized exchanges. * [EigenLayer](https://docs.dune.com/api-reference/eigenlayer/introduction) and [Farcaster](https://docs.dune.com/api-reference/farcaster/introduction) : Metrics and data related to specific projects and technologies. * [Marketplace Marketshare](https://docs.dune.com/api-reference/markets/endpoint/marketplace_marketshare) : Key market indicators and trends. * [Linea](https://docs.dune.com/api-reference/projects/endpoint/linea_lxp) : Insights and data on specific blockchain project Conclusion ---------- As we navigated the journey of enhancing DuneAPI, we experienced firsthand “feature creep”— that moment when you start with a simple request and end up redesigning half the system. But feature creep doesn’t have to be scary. By stepping back and looking at the bigger picture of our customers’ needs, we found opportunities to innovate and build a better service. Incorporating [DuckDB](https://duckdb.org/) was not just about addressing a single feature request; it was about rethinking how we can serve our users more effectively. By being open to evolving our approach and investing in scalable, efficient technologies, we’ve expanded the capabilities of DuneAPI, making it a powerful tool for developers. We hope you find these new features and improvements valuable. As always, we’re excited to see how you’ll leverage them to create even more amazing applications and insights. Stay tuned for more updates, and keep those feedback and feature requests coming—they’re the real MVPs! For more details, visit our [API documentation](https://docs.dune.com/api-reference/overview/introduction) . Special thanks to Alsie, Jonathan and Wilhelm for their review and feedback. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Succinct is now live on Dune! - Blog | Dune [All posts](https://dune.com/blog) SuccinctisnowliveonDune! ======================== Explore the Prover Network Bringing ZK to All Applications ---------------------------------------------------------- News•August 27, 2025•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Succinct is now live on Dune!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4632faf0f3ffadced2018a9fcfbbe324d7d67249-1400x787.webp&w=3840&q=75) What is Succinct? ----------------- Succinct is building the **Succinct Prover Network**, a protocol on Ethereum that coordinates a decentralized network of provers to generate zero-knowledge proofs for any piece of software. Instead of requiring developers to build custom circuits and learn cryptography, Succinct’s **zkVM SP1** makes it possible to prove normal code directly, what the team calls **ZK 2.0**. This transforms proving into a general-purpose, programmable process, creating the first **unified proving network** that can serve blockchains, bridges, oracles, AI agents, video games, and more. By introducing **provers** as a third actor alongside miners and stakers, Succinct opens proving as a permissionless marketplace where anyone can contribute computation and earn rewards. Succinct Key Milestones ----------------------- February 2024 — SP1 zkVM Launched the first general-purpose zero-knowledge virtual machine, making it possible to generate ZK proofs directly from standard code. September 2024 — OP Succinct Brought the first type 1 zkEVM rollup to mainnet. Phala, Celo, Mantle, and Katana were among the first to adopt. April 2025 — IBC Secured by SP1 With a ZK light client powered by SP1, every IBC transaction from Cosmos to Ethereum became cryptographically secured. July 2025 — Across Integration Across, one of the largest bridges, upgraded its interoperability stack to run on SP1. August 2025 — Mainnet Deployed the world’s first decentralized prover network. For the first time, anyone can generate proofs on a global, production-ready proving layer. Bringing Succinct to Light with Dune ------------------------------------ Now live on Dune, you can track and analyze Succinct’s proving marketplace in real time: * **Prover Auctions**: Monitor bids, efficiency, and rewards across the distributed network. * **Proof Throughput**: Track how many proofs are generated daily across categories like blockchains, bridges, and AI. * **Cost Efficiency**: Compare costs of proof generation over time as network competition increases. * **Network Adoption**: See which apps and domains are leveraging Succinct for real-world verification. * **Use Cases in Action**: Explore Succinct proofs across blockchains (scalability), AI (trust in outputs), social media (human verification), oracles (real-time data), and media (deepfake-proof attestations). * [Get started with Succinct data](https://docs.dune.com/data-catalog/succinct/overview) * [How to create Dune Dashboards](https://docs.dune.com/home) * [Use Sim API](https://sim.dune.com/) The data must flow! 🚀 Share Contents [View Pricing](https://dune.com/pricing) Share Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune SQL Style Guide - Blog | Dune [All posts](https://dune.com/blog) DuneSQLStyleGuide ================= A clear, consistent SQL style makes Dune queries easier to read, debug, and scale across the web3 analytics community. ---------------------------------------------------------------------------------------------------------------------- Guide•April 3, 2025•9 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Dune SQL Style Guide](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff97da0a09bce49b102a24310e58b2bcd366bc08b-1201x675.webp&w=3840&q=75) This guide provides best practices for writing clean, readable, and maintainable SQL queries on Dune. Whether you're analyzing DeFi protocols, NFT collections, or blockchain metrics, following these conventions will help you create more efficient and collaborative queries. By adopting these practices, we can build a more maintainable query library that benefits the entire web3 analytics community. CTEs rather than Subqueries --------------------------- CTEs are preferred over subqueries because they make SQL more readable, maintainable, and often perform better. Unlike nested subqueries that can become difficult to follow, CTEs create a logical, step-by-step flow that's easier to debug. For an in-depth explanation of why CTEs are a fundamental part of our SQL style, we recommend reading this detailed [discussion on dbt's discourse](https://discourse.getdbt.com/t/why-the-fishtown-sql-style-guide-uses-so-many-ctes/1091) . Essential CTE Structure and Organization ---------------------------------------- **✅** Break down your query into smaller, manageable pieces using CTEs - Think of each CTE as a building block that does one specific task **✅** Put all your data sources (using {{ ref('...') }} or sources) at the beginning of your query to make it easy to see where your data comes from (only for dbt, non applicable for dune) **✅** Filter out unnecessary data as soon as possible in your query to make it run faster **✅** Give your CTEs clear, meaningful names that explain what they do - For example, use 'daily\_transactions' instead of 'cte1' **✅** Add comments to explain any complex calculations or logic in your CTEs - This helps others (and yourself) understand the code later **✅** If you find yourself copying the same CTE multiple times, consider making it a separate model instead (this applies to dbt users) **✅** Always end your query with a 'final' or ‘finally’ CTE that shows your end result - This makes it easier to check your work by looking at the steps in between. And to debug CTE Structure and Best Practices -------------------------------- ✅ Start each new CTE with a comma at the beginning of the line - this makes it easier to add or remove CTEs without breaking your query ✅ Write comments to help others understand what your code does, especially for complex calculations ✅ Arrange your CTEs in a logical order - start with raw data, then transform it step by step until you get your final result ✅ Make your code easier to read by indenting the content inside each CTE - this helps visually separate different parts of your query **Example** `with nft_sales as ( select * from {{ ref('ethereum_nft_sales') }} ) -- Filter NFT sales for a specific collection , filtered_sales as ( select * from nft_sales where nft_contract_address = lower('0xbc4ca0eda7647a8ab7c2061c2e118a18a936f13d') -- BAYC and block_time >= now() - interval '30' day ) select * from filtered_sales; ` Writing Clear and Consistent SQL Code ------------------------------------- When analyzing on-chain data on Dune, writing clear and consistent SQL code isn't just about making your queries work – it's about making them understandable and maintainable for the entire web3 analytics community. Here's why it matters: Clean, readable SQL code helps other analysts build upon your work, enables easier debugging of complex blockchain queries, and ensures your analyses remain valuable as protocols evolve. Whether you're tracking DeFi metrics, NFT collections, or other blockchain data, following consistent formatting practices makes your queries more accessible to both beginners and experienced analysts alike. Let's dive into the key principles of writing clear SQL code for web3 analytics... SQL Code Formatting and Styling Standards ----------------------------------------- ✅ Put commas at the start of lines (not at the end) to make it easier to add new columns or comment out existing ones. This helps avoid syntax errors when modifying your query. `-- ❌ Wrong: Using trailing commas select block_number, tx_hash, from_address, -- Trailing comma makes it harder to comment out lines from ethereum.transactions -- ✅ Right: Using leading commas select block_number , tx_hash , from_address -- Easy to comment out any line without breaking syntax from ethereum.transactions ` ✅ Make your code easier to read by using consistent spacing. Add four spaces at the start of each line except for WHERE conditions, which should line up with WHERE `-- ❌ Wrong: Inconsistent indentation select tx_hash, block_number, from_address from ethereum.transactions where block_time >= '2025-01-01' and value > 0 -- ✅ Right: Consistent four-space indentation select tx_hash , block_number , from_address , value / 1e18 as value_in_eth from ethereum.transactions where block_time >= '2025-01-01' and value > 0 and success = true ` ✅ Keep your SQL code easy to read by not writing super long lines - if a line gets too long, break it into multiple lines. This makes it easier to read and understand your queries without having to scroll sideways. Benchmark: 80/120 characters. `-- ❌ Wrong: Long line that requires horizontal scrolling select tx_hash, block_number, from_address, to_address, value, gas_used, gas_price, block_time, success, case when value > 0 then true else false end as is_value_transfer from ethereum.transactions -- ✅ Right: Breaking long lines for better readability select tx_hash , block_number , from_address , to_address , value / 1e18 as value_in_eth , gas_used , gas_price / 1e9 as gas_price_gwei , block_time , success , case when value > 0 then true else false end as is_value_transfer from ethereum.transactions ` Naming Conventions ------------------ ✅ When writing SQL queries in Dune, keep everything in lowercase: this includes names of fields (like 'wallet\_address'), functions (like 'sum' or 'count'), and SQL commands (like 'select' or 'from') `-- ❌ Wrong: Mixed case and unclear names SELECT WalletAddress, Token_Name, BLOCK_TIME, temp_val1 FROM EthTransactions t WHERE t.ChainId = '1'; -- ✅ Right: Consistent lowercase and clear names select wallet_address , token_name , block_time , eth_value from ethereum.transactions where chain_id = '1'; ` ✅ Always use `as` when giving new names to tables or columns. For example, instead of writing 't' for your table name, use something more descriptive like 'txs' for transactions or 'evts' for events. This makes your code easier to understand for others (and yourself later!) `-- ❌ Wrong: Unclear table alias and missing AS keyword SELECT t.tx_hash, e.amount FROM ethereum.transactions t JOIN ethereum.erc20_events e ON t.tx_hash = e.tx_hash; -- ✅ Right: Clear table names and explicit AS -- ✅ Right: Clear joins select txs.tx_hash , evt.amount from ethereum.transactions as txs join ethereum.erc20_events as evt on txs.tx_hash = evt.tx_hash; ` ✅ Keep table names clear in your joins - using full names like 'customers' is better than short versions like 'c', unless the short version makes your query easier to read. Then using 3 letters is a good idea. _Example above_ ✅ Give your tables and columns meaningful names that describe what they contain - instead of names like 'temp\_table' or 'data1', use descriptive names like 'daily\_trades' or 'wallet\_balances' _Example above_ ✅ When you need to uniquely identify rows in your tables, use a consistent name for this ID column - for example, you could use 'unique\_row\_id' for all your tables ✅ When tracking when data was last updated, always use the same format: `current_timestamp as last_updated_at` 🚧 Tip: Try to be consistent with your table names - either use singular (like 'trade', 'wallet') or plural (like 'trades', 'wallets') throughout your queries, but don't mix them SQL Organization Best Practices ------------------------------- ✅ List all your regular columns (like user\_id, email, name) first, then add any calculations or totals (like sum(amount) or row\_number()) after. This makes your queries easier to read and understand `-- ❌ Wrong: Mixing state fields with window functions select wallet_address, row_number() over (partition by wallet_address order by block_time) as tx_number, token_symbol, token_name, sum(token_amount) over (partition by wallet_address) as total_transferred from ethereum.erc20_transfers; -- ✅ Right: State fields grouped together, followed by window functions select wallet_address , token_symbol , token_name , row_number() over (partition by wallet_address order by block_time) as tx_number , sum(token_amount) over (partition by wallet_address) as total_transferred from ethereum.erc20_transfers; ` ✅ Combine (or `aggregate`) your data into smaller groups as early as possible, before joining it with other tables. This helps your query run faster by reducing the amount of data it needs to process. For example, if you're counting daily transactions, first count them for each day, then join that smaller dataset with other information you need. `-- ❌ Wrong: Joining before aggregating select w.wallet_address, w.ens_name, sum(t.value/1e18) as total_eth_transferred from ethereum.wallets w left join ethereum.transactions t on w.wallet_address = t.from_address group by 1, 2; -- ✅ Right: Aggregating before joining with transfer_totals as ( select from_address , sum(value/1e18) as total_eth_transferred from ethereum.transactions group by 1 ) select w.wallet_address , w.ens_name , tt.total_eth_transferred from ethereum.wallets as w left join transfer_totals as tt on w.wallet_address = tt.from_address; ` ✅ Always write out the full join type - use `inner join` instead of just `join`. This helps make it clear what kind of join you want (an inner join only keeps rows that match in both tables). It's better to be clear about what you're doing than to rely on SQL's default behavior `-- ❌ Wrong: Implicit join type select usr.wallet_address, txn.tx_hash from ethereum.users usr join ethereum.transactions txn on usr.wallet_address = txn.from_address; -- ✅ Right: Explicit join type select usr.wallet_address , txn.tx_hash from ethereum.users as usr inner join ethereum.transactions as txn on usr.wallet_address = txn.from_address; ` ✅ When joining tables, prefer to use `left join` instead of `right join`. `-- ❌ Wrong: Using right join select w.ens_name , t.tx_hash from ethereum.transactions t right join ethereum.wallets w on w.wallet_address = t.from_address; -- ✅ Right: Restructuring to use left join select w.ens_name , t.tx_hash from ethereum.wallets as w left join ethereum.transactions as t on w.wallet_address = t.from_address; ` ✅ When joining multiple tables, always add the table name or its shortcut (alias) before the column name. For example, write '[users.name](http://users.name/) ' or '[u.name](http://u.name/) ' instead of just 'name'. This helps avoid confusion about which table the column comes from. Skip this only when you're selecting from a single table. `-- ❌ Wrong: Ambiguous column references select name, token_symbol, tx_hash, value from ethereum.wallets w join ethereum.transactions t on w.address = t.from_address; -- ✅ Right: Clear table prefixes select wlt.name , wlt.token_symbol , txn.tx_hash , txn.value / 1e18 as eth_value from ethereum.wallets as wlt inner join ethereum.transactions as txn on wlt.address = txn.from_address; ` Data Grouping and Sorting Conventions ------------------------------------- ✅ **Use numbers instead of column names in GROUP BY**GROUP BY`GROUP BY` whenever possible. This makes your SQL queries easier to maintain, especially when column names change. [Learn more here](https://blog.getdbt.com/write-better-sql-a-defense-of-group-by-1/) . `-- ❌ Wrong: Using column names in GROUP BY select wallet_address, block_date, sum(transaction_value) as total_value from ethereum.transactions group by wallet_address, block_date; -- ✅ Right: Using positional references select wallet_address , block_date , sum(transaction_value) as total_value from ethereum.transactions group by 1, 2 -- or {{ dbt_utils.group_by(2) }}; ` ✅ **Use UNION ALL instead of UNION**UNION ALL instead of UNION`UNION AL` L instead of `UNION` whenever possible. `UNION ALL` is faster because it doesn’t remove duplicates, while `UNION` does extra work to check for duplicates. Only use `UNION` if you specifically need to remove duplicates. In the case that you do need to remove duplicates use `UNION DISTINCT` to make that explicit `-- ❌ Wrong: Using UNION when duplicates don't matter select wallet_address, 'active' as status from dune.active_users union select wallet_address, 'inactive' as status from dune.inactive_users; -- ✅ Right: Using UNION ALL for better performance select wallet_address, 'active' as status from dune.active_users union all select wallet_address, 'inactive' as status from dune.inactive_users; ` Joins & Filtering ----------------- ✅ **Always list the main (left) table first in joins** for better readability and clarity. This makes it easier to understand which table is the primary source of data in the query `select transactions.*, senders.reputation as sender_reputation, receivers.reputation as receiver_reputation from ethereum.transactions left join dune.users as senders on transactions.from_address = senders.wallet_address left join dune.users as receivers on transactions.to_address = receivers.wallet_address; ` Case Clause ----------- ✅ **Format CASE statements for better readability:**CASE statements for better readability:`CASE` statements for better readability: • Put each `WHEN` and `ELSE` on a new line. • Indent `THEN` statements under their corresponding `WHEN`. • Write `END` on a new line without indentation. This makes it easier to see the logic and outcomes at a glance. `, case when withdrawal_date is null and expiration_date is not null then expiration_date when withdrawal_date is null then start_date + interval '7 days' else withdrawal_date end as withdrawal_date ` Best Practices Dune example --------------------------- `with transactions_data as ( -- list columns if possible select * from {{ ref('ethereum_transactions') }} where block_timestamp >= '2024-01-01' and ( status = 'success' or status = 'pending' ) ) , user_data as ( select * from {{ ref('dune_users') }} ) , aggregated_transactions as ( select from_address , sum(value) as total_value_sent , max(gas_used) as max_gas_used from transactions_data group by 1 ) , final as ( select distinct txns.tx_hash , txns.from_address , txns.to_address -- Use line breaks to visually separate logic , case when txns.status = 'success' and txns.confirmations > 10 then 'finalized' when txns.status = 'pending' then 'awaiting confirmation' else 'failed' end as transaction_status , aggt.total_value_sent , aggt.max_gas_used from transactions_data as txns left join aggregated_transactions as aggt on txns.from_address = aggt.from_address having count(*) > 1 ) select * from final; ` Final Thoughts for Dune Web3 Users ---------------------------------- ✔ **Prioritize readability over brevity** – extra lines of SQL don’t slow down execution, but unclear queries waste valuable brain time. ✔ **DRY (Don’t Repeat Yourself)** – if you find yourself repeating code, consider using an extra CTE, macro (dbt), or model (dbt) to improve maintainability. ✔ **Break down complex blockchain queries** – use CTEs to simplify logic when dealing with on-chain transactions, token transfers, and wallet interactions. ✔ **Follow consistent formatting and naming conventions** – lowercase everything, align JOIN conditions properly, and format CASE statements for clarity. ✔ **Optimize for performance but keep maintainability** – structuring queries efficiently ensures they remain readable while handling large datasets, such as historical Ethereum transactions. ✔ **Keep queries under 100 lines when possible** – long queries can slow down Dune’s query optimizer, making them harder to debug and maintain. 🚧 **Prefer sentinel values over NULLs** – avoid letting NULLs propagate unchecked through your query. Use defaults where applicable (e.g., 0 for transaction values, 'unknown' for missing labels) to prevent unexpected results. 🚧 **Use tooling.** Configurable linter/formatters like sqlfluff take the drudgery out of keeping your code formatted. You can hook them into your editor to run automatically on save or into your workflow as git pre-commit hook. _Guide provided by Randall Potter and C. Ittevrec from_ [Absinthe](https://absinthe.network/) _, to contribute a guide like this on the Dune's site, contact [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection) ._ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Drip Too Hard - Announcing the Dune Lookbook - Blog | Dune [All posts](https://dune.com/blog) DripTooHard\-AnnouncingtheDuneLookbook ====================================== Check out the Dune Lookbook. The vibes must flow. ------------------------------------------------- News•April 9, 2022•3 min read ![@Fredrik Haga](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F52880ee8ffdf5c96f23bc355690443daba96f1f2-664x664.jpg&w=96&q=75) [Fredrik Haga](https://www.linkedin.com/in/fredrikhaga/) Co-Founder & CEO at Dune ![Drip Too Hard - Announcing the Dune Lookbook](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa0d07c51c0eccc3be3b3748772549cbe3f1698b9-2000x1500.webp&w=3840&q=75) Many companies pour millions of dollars into their brand. The vibe of the company if you will. At the same time they will hand you some ugly ass T-shirt and instantly rug the vibe you had with that brand. It baffles me how many seemingly high end software companies will shamelessly distribute items that are lower quality than what you would expect from a fast food uniform. [Check out the Dune Lookbook here.](https://dune.com/lookbook) How many times have you come home from a tech conference and realize that you’ve compiled a pile of crap? T-shirts that you can see straight through after washing once. A hoodie that screams “I’m a nerd” the very moment you take your conference name tag off. A hat with the embroidered logo stitches wandering centimeters off to the side. Lame. At Dune we care a lot about our five values. One of those values is integrity. That does not only mean that the data must be correct, it also means that we do things with passion. We pour our hearts and souls into what we do. That means ensuring a neat data table for you to query, giving you a nice vibe when clicking a button and minimal query execution runtime. _But_, it also means crafting memes, vibey discord messages and _swag_ with passion. In crypto we are lucky to work in an industry where you don’t have to leave your soul at the door when you do work. And as much as I despise suits and corporate lameness I also despise daft half assed swag. Life has so many beautiful nuances and details to it. If you want to get the most of it I think you should immerse yourself in all that beauty and glory 24/7. Hearing a fantastic song can make you feel soooo good. Putting on some killer swag works the same way. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3ce3c63c6b5e20321191c274c21b249d39ef280d-2000x1877.jpg&w=3840&q=75) ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F90d6ceb61da6f182d166b513e415d1bd83c47f52-2000x1560.jpg&w=3840&q=75) _Details matter._ Therefore we strive to make our [drip too hard](https://www.youtube.com/watch?v=THcVOf1kNh0) . We don’t give out endless piles of crap whenever we go to a hackathon or do a line of swag. We invest in it. We find high quality items. We spend time working on designs. We think about the details. We prioritize quality over quantity. And then we hand it out to the Wizards and contributooors that have earned it. Owning and wearing a piece of Dune swag is a badge of honor, and not just at crypto conferences. The hallmark of a great piece is that anyone can recognize it as a fire item independent of whether they know the reference/brand/context at hand. A great band T-shirt is best if it looks cool in general, and then whoever else knows what’s up will recognize. We aspire to make swag that can yield shoutouts from your normie friends, your sister in-law or a random fellow at your local wine bar or music festival without them knowing a single thing about crypto nor Dune. Today we’re revealing the Dune Lookbook to keep the vibes and ambitions flowing while you work on your queries or when you're going to see your favorite band play. We will keep making timeliness pieces of the highest quality. There are no re-runs and each line of swag will be forever lost to time and the flexing from the Wizards that hold them. Good things will come to those who create awesome queries and dashboards for the community as new lines of swag will be dropped. [Now go check out the Dune Lookbook.](https://dune.com/lookbook) ----------------------------------------------------------------- The vibes must flow. ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Complete Guide: Analyzing the Top 10 Ethereum NFTs Using Dune API - Blog | Dune [All posts](https://dune.com/blog) CompleteGuide:AnalyzingtheTop10EthereumNFTsUsingDuneAPI ======================================================= In this tutorial, we’ll explore the digital landscape of Ethereum NFTs by volume using Dune. -------------------------------------------------------------------------------------------- Guide•April 30, 2024•4 min read [Ethereumethereum](https://dune.com/blockchains/ethereum-mainnet) data layer-1-layer-2 learn ![@Toufik Bahammou](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F8cb054eb66e94c7bb63957369173fef1cf726447-592x594.png&w=96&q=75) [Toufik Bahammou](https://www.linkedin.com/in/toufik-bahammou/) Community Wizard ![Complete Guide: Analyzing the Top 10 Ethereum NFTs Using Dune API](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe0611107918521d2911d83dbbdd17ede015b6023-1800x1013.webp&w=3840&q=75) Dune is a powerful platform that enables users to access and analyze blockchain data through custom SQL queries. In this tutorial, we’ll explore the digital landscape of Ethereum NFTs by volume using Dune. You’ll learn how to create, execute, and visualize a custom SQL query on the platform, followed by using a Python script to pull and further visualize that data. Preparing the Field ------------------- Ensure you have Python and access to Dune. Create and safely store an API key, as it’s the passport to this data journey. You can download or clone the project from here: [GitHub repository](https://github.com/Toufik-BHM/Top-10-Ethereum-NFTs-with-Dune-Analytics-API) To run the script, you will need to install the following dependencies: * dune-client: A Python client library for interacting with the Dune API. * dotenv: Loads environment variables from a .env file. * seaborn: Python visualization library based on matplotlib. * matplotlib: Python plotting library. * pandas: Data manipulation and analysis library. `pip install dune-client python-dotenv seaborn matplotlib pandas` Crafting a Custom SQL Query on Dune ----------------------------------- Before we dive into the script, we need to create a new query on Dune: ### Step 1: Create a New Query Log into your Dune account and navigate to the “Queries” section. Click on “New Query.” ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5583dd15fb4f7c40487f6d1012406603e762dc67-975x644.png&w=3840&q=75) ### Step 2: Paste the SQL Code After creating a new query, paste the SQL code into the text area. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3f022d8815830a5230f6959511616cbdd7c80724-975x644.png&w=3840&q=75) ### Step 3: Fullscreen View for Better Editing Click on Fullscreen to have a better view of the SQL query editor. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F6aae6c80e62e72db306c8b4ec2dfc16e089da669-975x644.png&w=3840&q=75) ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9b3423ff3f988119ec5c7c7532356991c5bc2455-975x771.png&w=3840&q=75) ### Step 4: Set up the Date Parameters Adjust the _Start\_Date_ and _End\_Date_ parameters to define the date range for your analysis. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd47d2523a01bb23770c519362945d505ba8d2492-975x644.png&w=3840&q=75) Ensure the date format is correct by using the calendar tool under the Date parameter. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F28aa0ebff58c2ba53b332c9f3fbfb7c69b9d3b2a-975x644.png&w=3840&q=75) After setting the parameters, click on Save to store your query. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2e51fe491ec11d895e4cb8fb6047f2bf7a6ef2ec-975x644.png&w=3840&q=75) ### Step 5: Save and Execute Your Query To execute your saved query, click on Run. This will process your SQL code and return the results. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3958db1e1456cc239bfd3816273757ec410106c5-975x544.png&w=3840&q=75) ### Step 6: Check the Visualization View the results produced by your query in the Table View. You can create additional visualizations like bar charts or line charts as needed. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Faf733da7854469075834420b673f3c6b65b49493-975x644.png&w=3840&q=75) ### Step 7: Create an API Endpoint Click the API icon to access code snippets for API integration, allowing for programmatic query access. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F232e4bd41b563ebc2a0df2265dde2a28d35fdaf9-975x332.png&w=3840&q=75) Choose Python as the programming language to fetch the query results using the API. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5af5185b3b5dff9f1b91b5d2e6dbdcd711b66d0f-975x644.png&w=3840&q=75) Understanding the SQL Query --------------------------- The SQL query is a set of instructions that tells Dune what data we want to gather from the Ethereum blockchain. It’s like a shopping list for data. We use this list to get information from a table called [nft.trades](https://docs.dune.com/data-catalog/evm/ethereum/NFT/nft-trades) , which records every NFT sale. In this list, we are asking for things like the name of the NFT collection, how many times NFTs from that collection have been sold, and the total amount of money these NFTs have brought in, both in USD and Ethereum’s currency, ETH. We make sure to skip over any data that’s not useful, like sales from addresses that aren’t actually selling NFTs we’re interested in. Our list also asks to arrange our final information so that the collections with the highest sales come out on top. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F54fb0b052a0f53c1ac1fa2df11b0760bb02ebfd9-470x1038.png&w=3840&q=75) For more details on how to build SQL queries in Dune, check the official documentation on [SQL Query Syntax](https://docs.dune.com/query-engine/overview) . Data Tables Demystified ----------------------- Dune structures blockchain data into tables that can be queried using SQL. The nft.trades table is particularly useful for our analysis as it contains detailed information about each NFT transaction, such as the contract address, the timestamp of the trade, and the amount paid in both cryptocurrency and USD. When querying nft.trades, we are essentially sifting through all the recorded NFT transactions on Ethereum to find those that are most relevant to current market trends. By carefully selecting and aggregating data from this table, we can identify which collections are currently leading the market in terms of trading volume. Find out more about the data tables in [Dune Documentation](https://docs.dune.com/home) . The Python Script: Your Data Shovel ----------------------------------- Let’s turn our attention to src/script.py. This script is where you call upon the SQL query you've saved in Dune. The flowchart below outlines the process of the Python script designed to retrieve and display Ethereum NFT data from Dune, starting from loading the API key to graphing the trading volumes. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F77ef06705372a389e6a177e485acc18ad2fc0a68-790x1600.png&w=3840&q=75) Loading the DUNE API Key ------------------------ Place your API key in the dune-api-key.env file like so: ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F71804ea138c3aa553096db4b8e7a19ef1eaa8538-472x52.png&w=3840&q=75) Securely retrieve your Dune API key from the .env file: ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F82875f15564bf25502deaf11b7f32a9697b25639-692x178.png&w=3840&q=75) Connecting to Dune with the Client ---------------------------------- Create a DuneClient instance using the API key to facilitate our data requests: ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F67ca17a15b36d23b701020f96e6a14935f86b840-704x166.png&w=3840&q=75) Executing the Dune Query ------------------------ Run the Dune query by passing in the parameters entered by the user: ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F50dda49e59a985ffe938caa06f6619a23986f242-702x426.png&w=3840&q=75) Interacting with the User ------------------------- Ask for the date range from the user, ensuring the format is correct and the end date is after the start date: ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F7198b04354f5128d54ef7f7b3f854941b218f2ce-694x438.png&w=3840&q=75) Visualizing the Data -------------------- Use Seaborn and Matplotlib to craft visual representations of the data for both USD and ETH volumes: ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F28398ec05af6529056f755b4ff2db11ea8518dd1-692x566.png&w=3840&q=75) ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fb24662223d61c1845e4ba0405a344e575b322304-800x388.png&w=3840&q=75) Horizontal bar plot showing the top 10 NFT collections by USD volume: ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa4d81df842f769f4c64afd11c2adbbd39d345192-800x388.png&w=3840&q=75) Horizontal bar plot showing the top 10 NFT collections by ETH volume This visual arrangement helps in quickly identifying leaders in the market and comparing relative sizes. For the 1st January to 29th March 2024 period (89 days), the visualizations of top NFT collections by ETH and USD volumes reveal a diverse and dynamic market. [Bored Ape Yacht Club](https://boredapeyachtclub.com/) notably leads in both, signaling strong market presence. Collections like [LilPudgys](https://opensea.io/collection/lilpudgys) and [Milady](https://opensea.io/collection/milady) exhibit higher USD rankings, hinting at variable ETH prices or collection-specific demand dynamics. The variety in the top 10 indicates a robust market with multiple successful entities and investment avenues. Discrepancies between ETH and USD rankings could reflect underlying economic factors or specific collection events, offering investors a nuanced view of market movements and potential strategies. Overall, these charts illustrate the vibrant ecosystem of NFT trade, marked by brand recognition and diverse collector interest. Conclusion ---------- After going through this tutorial, you now know how to use Dune to query specific NFT data and how to turn that data into easy-to-understand charts. This is a handy skill because it means you can now spot trends and see which NFT collections are getting the most attention. For more tutorials and documentation on using Dune, visit: [Dune Documentation](https://docs.dune.com/home) . This guide was created by Dune community Wizard, [Toufik Bahammou](https://www.linkedin.com/pulse/how-analyze-top-10-ethereum-nfts-using-dune-analytics-toufik-bahammou-vhohe/) . If you would like to contribute to Dune blog, please contact [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection) . 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[Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 008 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest008 ============= USD₮0, Ethereal x Pendle x Aave, Polygon stablecoins, Believe & Boop, Huma 2.0 ------------------------------------------------------------------------------ Research•May 2, 2025•3 min read [Flareflare](https://dune.com/blockchains/flare) [Polygonpolygon](https://dune.com/blockchains/polygon) [Solanasolana](https://dune.com/blockchains/solana) stablecoins ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 008](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fbf8ec089ae95be4bbc5ac09de394c919f5cb0353-1200x675.png&w=3840&q=75) [USD₮0 Launches on Flare](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVtzWy6ShFGGW3FGSm35sqCVMW7Y8zfc5w6GRtN1n_9YK3qn9gW7lCdLW6lZ3l3W7q3Vj54WHHNbVynpwD3KWJK8W3Yy3344wPjHqW8L2HH66ttlN1W8_df1y6J5pvkW5NfRMs914hhRW4XvMD798qfqhW7gvrvd5Sr_dCW3t1B6k4sDyxCW9cfdzH3-ngPrW66nS273PhHgdW6gCMSd3NG2dJW19NTZ13R16r7W2jMdl07MvclxW5VvsSF66bvFPW9gwLWW3ZLSmwN58WjhFgr6ykW1zF7np5pjW5TN94MSxMdk3jXW3RsQT326gcYXW1wc3kg2bDPSGW746sz62V9pB5W8drpmJ8MxRyqW40DH7_8VvP8Tf4r7vsW04) ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On April 28, USD₮0—the omnichain version of USDT powered by LayerZero’s OFT standard—went live on Flare, unlocking native, gasless, and bridge-free stablecoin transfers for the network’s growing DeFi ecosystem. Backed 1:1 by USDT on Ethereum, **USD₮0 has already seen $59.7M in supply** and **3.4K total users** on Flare. On April 29 alone, $37M was minted, per Flare’s dashboard. Currently, TVL is split between **SparkDEX (50.6%)** and **Kinetic (49.4%)**. As Flare builds its XRP DeFi stack and pushes toward mainstream adoption, USD₮0 provides a capital-efficient foundation for stablecoin utility—bridging liquidity across chains. ![TVL by day (1)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F6dc8a043beb8e7416c65bbda3d4293ff618013b6-1110x584.png&w=3840&q=75) [Aave, Pendle, and Ethereal Unlock Composable Yield](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVtzWy6ShFGGW3FGSm35sqCVMW7Y8zfc5w6GRtN1n_9Z03qn9gW7Y8-PT6lZ3n-W4lsgdl1c8mnNW6VCxQc2pw030W3V6drC9klyPfW5vPrkr5vBHDdVRRmTp2qZpW0W2vWgLb8k2s6zW11jZDd31VYCvN7QnmBbxj2JfW3gQpdf3ZSgnWW7Xbh5l5PrvwDW20HVbV1CSdVnW15RH2W5v96jlW97zBXW2T3xfpVgv3W291FdfkVMb0dB5twjpQW30YTRD4rYDqsW2PdHnc65fRHcW5ddm8j8qqfcjN4Wx5Plg88JgW4lFRgS9dgtCRW6frFw45ttKp7W6d7fyM4f03dhW70rfq06jxJrvW2WW6z01cJyQDW14dLNl2_kP6zW77_6VL7SjLHkf1xR58x04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- A new integration between Aave, Pendle, and Ethena/Ethereal enables users to pre-deposit USDe into Ethereal’s Season 0 (which surpassed $1B this week, +$120M in the last two days) and receive eUSDe. Then, anyone buying eUSDe Principal Tokens (PT eUSDE 29May2025) on Pendle can use them as collateral on Aave’s Ethereum Core market. **$150M was supplied within the first 6 hours**, prompting a cap raise to $250M, **now nearly reached at $240M+**. Combined with Ethena rewards and low borrow rates, the integration highlights the growing practicality of multi-protocol DeFi strategies. ![Chart (9)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9b31e71a6d7ada1b461d5c245135dec25bc572b9-1120x575.jpg&w=3840&q=75) [Polygon Sees Record Stablecoin Usage](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVtzWy6ShFGGW3FGSm35sqCVMW7Y8zfc5w6GRtN1n_9Z03qn9gW7Y8-PT6lZ3kBW34TQ-f2NFJJgW137-jS4gQ9ZfN6wCgPSJBM90W6tltpQ1LKqL6W40Kxmt8l6Qm1W7962Fg6nyHZcW8SlY0T6Fprw-W1q9KzN5ZJR2VW5_mpm-6rFGLyW8Xft4n43Rs5pW85D8p0557V8xW5btc857HGk2cW71ylGW1pgvxfW2HGBwz4GF9yJW55c8ny7HMlCTW3wZfPr1g9TBJW88XV3792bqpxW5MpMt7447yK6W45xTSj83jr3tN284C_R-bmYjW4hs8P88R9q8_W3_JNFd8XxXN7W5wTVnQ2kMzQsW1VGCkh1Dks0bW6hv86w32n77TW68VzzQ2mywR_dJ4NyT04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Per obchakevich's dashboard, Polygon continues to dominate stablecoin usage, leading all chains for the second month in a row in **active USDC senders with 2.9M in April**, compared to 1.7M on Solana. It also recorded an **all-time high in USDT active addresses at 1.7M+**. **Peer-to-peer transfer volume** for USDC and USDT combined hit a new high of **$2.6B**, while stablecoin onramps also set a record, driven largely by rising activity from Revolut. These trends highlight Polygon’s growing role as a hub for stablecoin-based payments and retail crypto access. ![png (13)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9476e91468e40a001e1f86ba714ac1107c272b96-1120x595.png&w=3840&q=75) [Believe, Boop, and the Great Tokenization](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVtzWy6ShFGGW3FGSm35sqCVMW7Y8zfc5w6GRtN1n_9Z03qn9gW7Y8-PT6lZ3nmW4RkZL62XQSRkW6zQ4952y2cw-VRBmKD71j-CrW1SQr9C7VKKgCW8sgYQC7w_Ng5W5-63Nq47WwDMW2k3g1c3bGh98W7gJCnb7xxPF6N4q_2JL9LZMnW85r9sS5dF9H2N4Jk-myJy2x_W6N6K1235Gj42W8MK8Ts8B5vFYW1VNWmL7K0MVqW40M8Fs3VxKv0W6VdQT_7-Xck6W6Sb61F25RD12W4hK5cr9fFLBHVn9BZ07BVnWkW8JsQfj2tFV9DW7T2R_d6wpW6TW9gXr0z4cGcZ8W2Wk35G4mRBhRW1ld0CS1vYCQvW8HD3xY4zHPDsVtXZ3T1sxfb6dYtR_P04) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Thought the tokenization supercycle was over? Think again. Pump.Fun recently crossed [10 million](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVtzWy6ShFGGW3FGSm35sqCVMW7Y8zfc5w6GRtN1n_9YK3qn9gW7lCdLW6lZ3mwW2BwMv82YdTRvW1CjhDB7mCmTQW8jlCm41DF6cwW2mtbgP4J6XQPW3_wmqB3_2slSW89v2Zn8zFvLBW76f1wt8ckcFlW8B_l-Y3T1mFVW21FH9g6kF6wvVK7t4t9fvbdJW3d4DKN5kGkNKW6lFg4D41_RNpW5zQ7j86jR7c5W7P2W499fpyY1W3RhsQc8Bv7pXW1Wb9LS6k2rn-W2l-0Wb3C1qwQW1YwwvR1Z3yX1W3cKJjX1D2HT_F4H7NW1r5ZvW8Fr0tc2mYXWfW4GKRHp6FYqFBW83zDr93W_hRvN31yxqYphWyXf7ZGvqx04) tokens launched, but this week also saw the debut of Boop and Believe, both on Solana, adding to new entrants like LaunchLab and Zora Coins. **Boop**, live since May 1, saw over 13K tokens launched, **11K on its first day alone**. It stands out for redistributing fees to creators and holders of “graduated” tokens. **Believe** (formerly Clout) went live on April 28 and takes a different approach—positioning itself as a token factory for creative or technical projects, rather than social clout. It has already seen **3.6K token launches** in its first days. If anything, the race to tokenize everything is just getting started. ![png (12)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2f4f94b49f9a68307de906a11878cde71ee6cf32-1120x528.jpg&w=3840&q=75) [Huma 2.0 Unlocks PayFi on Solana](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVtzWy6ShFGGW3FGSm35sqCVMW7Y8zfc5w6GRtN1n_9Z03qn9gW7Y8-PT6lZ3plW37PQMK35kGpcW4lw-bl163YJtW1RYY523w901LVjRJFq73jzWyW1NfrN93062RRF4s9gWz1qv1W3gV3137f7kc6W4ktqZF5STRgpW6pJRzv4mcBr-W5dZ1NR1lvmMVMHKX8hGvrYvW7rshpm67qSVgW80Lt8J4YbhhhN121BPrCq8sCW3PMMwx1lDMKSVN2ngy6VPPRnW4D7z3c2wbQZ7N1-0VQ_bxYXpVwqTYF2fxXgHW5RfXFg2YrYzWW7lgCvC91yxX_N4nJJBkKcZpbW5xk6Dw8DcBSrW6yc3RR6ZL_gwVbb6YL7vPcntW994C_n8H7xHtf6MZS4d04) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Launched in April 2025, Huma Finance’s Huma 2.0 introduces a permissionless _yield platform on Solana_ powered by **PayFi** —a system where businesses pay daily fees for short-term stablecoin liquidity to settle real-world payments. Since repayments occur within days, capital is recycled frequently, generating stable, compounding yield. Deposits mint a liquid LP token ($PST), tradable and soon usable across Solana DeFi. In just weeks, Huma has **processed $4B+ in volume** —per Huma's dashboard—and grown to **37K depositors**, filling **its initial $25M cap.** Huma is positioning PayFi as a new source of sustainable DeFi yield. ![png (11)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3c6f4788929821a04842f7e48361a50c544c1b3e-1120x515.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant on-chain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VVtzWy6ShFGGW3FGSm35sqCVMW7Y8zfc5w6GRtN1n_9Xx5nXHsW50kH_H6lZ3nwW38Vh_P2jMPwBW6Ss6N71n0bJ7W8WXv7z8VFzXhW7l93ZP7gnZGPW2l2bBX3jD6RnW7t0yt98k2xcJW659Z7S5PqzV9V8fPHk1M9g6zW3F096m5Fwmn7W8XM0z71fgvddW4RT9bh8r86wWW98CYSy6nxNBbW4C1mPH29m9rZW6F22Ct28QPBdV2Y3DN6GRpRwVBcj2s7rPk4bW7XgdKh6MpWCwN5qlcSSfrSccW2cZGYn27M7nLW31VhyC5pFkG5N6L-lDs6hPL0W3HB8HC8Mr6WhW7PwcJw17Jx3zVBbLtX5-l-HxV7lzv03n8lNtW1dH-Xp6Wcbv5W1WKJ388rxmpMW1WCScK7Ytz2gV3ZfzC2wvLGHW854Lwj46ppqnW1lPhKp3rLPtfW4X5vW47CqKr_f4M_gd804) . _The data must flow._ Dune Team ‍ Contents [Explore Datashare](https://dune.com/datashare) Contents [Query onchain data directly in your data warehouse\ \ Explore Datashare](https://dune.com/datashare) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. 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[Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Digest 023 - Blog | Dune [All posts](https://dune.com/blog) DuneDigest023 ============= Jito Vote, Aerodrome Deals, LayerZero–Stargate, Ethena on Aave, Sky Rating -------------------------------------------------------------------------- News•August 16, 2025•4 min read [Solanasolana](https://dune.com/blockchains/solana) [Basebase](https://dune.com/blockchains/base) [Ethereumethereum](https://dune.com/blockchains/ethereum-mainnet) ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![Dune Digest 023](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F3a9f48fcb489a8a6bd49ac6de090b53763fe8946-1200x675.png&w=3840&q=75) [JIP-24 to Expand Jito DAO’s Revenue Engine](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbT23qn9qW7Y8-PT6lZ3mkN2FszwnyHvlcW5BS1t18yDNcRVFQ0Cq8gx-8kW299D2k2xfFB5W3YDKF18_LnSqW3cmxt88w50H_N61ngCQkrRdGW3fDhQG2CSKdhW5ZV2My6f4wG6VxRFXQ62DFtrMl5v9M4KjmRW1JZKs3585q6kVkxtMt8k5BvBW5BxV6q1Q_RwHW8mSLhF2HDZKFW8Db-PC1MJcFxV8FzN43ydgHzW1pZMSv10qT0-W2fJn2K2CrZvNW4y0Rfn5qLcCPW6K0Ddm4nqNN2W91hyYc8XDjrNW7q3wR46QtJ5mW7ccz6Q3FtpzBW8fmdC21ZZszPW257VYJ91VsRPf2Mj3s404) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On August 5, Jito [proposed](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbRT5nXHCW5BWr2F6lZ3pQW452q9d5W1JwHW3dZ0_25zb0JTW7Fh-2d5DxzRPW48qS2j68ZNW3W6D-J0f8jRhfYVK3FKq51byPrW7GYtn854qF73W655G8N1G0k7dN7yQScHt42j0W4ms0Mh3wMVB5W3fWyBP48DYb4W2HLjnZ1wFXyHW6178bX2_sgrvW2wZB7H2ynkFNW7QrkCg51R9_qW9fpz6Q8zm2xqW1h8SJZ5-byJ5N8PTldbnP_TZW1hmqVg79ZFl5W34y22W9fnF1XW2Trnn_5hRGrjW52Q6qr96MzcGN1BHrSCTsks6W3tBb2P1NFk32W1-Vx9n5c-_pFW96-xTt6qr0xGW6wCcck7Gw7l8W5bQvgB41md35W8NNhc378hx8RW4854Z54tsc5JW19Z1l_6bqhLJW7hCDm68_pssMW6sZlhL8B11TyW2yG6xk9fpVjTf3jKg4004) JIP-24, which would redirect 100% of Jito Block Engine fees, currently split evenly with Jito Labs, and all future revenues from the newly launched Block Assembly Marketplace (BAM) to the DAO treasury. BAM introduces a programmable block-building architecture for Solana with “plugins” that add value-accretive sequencing logic, creating new income streams. The change would strengthen alignment between network revenues and JTO holders, following the broader industry trend of maximizing on-chain value capture by governance tokens. As of August 14, the DAO has generated $20.3 million in cumulative revenue and $6.6M in net income, with $6 million over the past 90 days, and an **annualized run rate of about $26 million**, primarily from Tip Router and JitoSOL fees. With BAM now live and progressively capturing stake, **Jito DAO’s revenue base is set to expand beyond MEV tips into programmable blockspace**, marking a pivotal moment for the protocol’s economic model. ![Weekly Revenue (USD)](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa91fba815421af826c18f590065a72b4d5f99b69-1120x602.png&w=3840&q=75) [Aerodrome Bridges CeFi, TradFi, and DeFi with Coinbase and Centrifuge](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbT23qn9qW7Y8-PT6lZ3pfW1RdQk-7HgxhjW5KswZ85dLG4CW5hzddh1bLTZgW60ppQQ2LssylW8F7KNd5Rm7kxW3RQBB02QchHmW2Lsppb40DKgkW2TmwtH492MPDW2rNbmN2qKh8bW3DPTtB8ny2GtN8crjrSsBlslW6xnN8_3Yqj--W7dF5bJ2nqkmqW3YMsw95QYrYjW7cV0Ky1HZcPQW49q1Np1NHRZ3W4SPZhf1gvBhTM4lz9mcK6wZW3w2q9g6C46d4W6WXPqL8SdVWBW2NcKV06WN4HxW3MCGYj3LC9yxW3Bv_6w3gh1plV9D4cQ3rKdWVW8-fh4x2m47fvW5j6Vsz7tFQN3f2VDLD604) --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On August 8, Aerodrome announced a direct integration with Coinbase, making **every asset, pool, and launch on Base instantly accessible to over 100 million Coinbase users.** In January, Coinbase made its first major DeFi integration with Morpho to offer crypto-backed loans, marking a significant step toward bridging centralized platforms with onchain finance. Also on August 8, Aerodrome became the first trading hub for **$deJAAA, the freely transferable real-world asset launched by Centrifuge**, marking another first-of-its-kind milestone as institutional-grade RWA products enter the Base ecosystem. Aerodrome remains Base’s central liquidity hub with **$1.43 billion TVL**, **$255 billion in cumulative volume**, and **$222.7 million in total fees**. Together, these moves illustrate the accelerating integration of CeFi, TradFi, and DeFi, combining institutional-grade products, mass retail access, and onchain infrastructure. ![Volume-1](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5df99c94cf6f4cb3c35ab091b0f18c37cb2f4250-1060x688.png&w=3840&q=75) [LayerZero Proposes $110M Stargate Acquisition](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbT23qn9qW7Y8-PT6lZ3pWMHtGljWtyK0W7KSTpl5B6dm-W8V7S0p5JdwJyV_2hlf7VTn5BW3NbN5K55LQNwW91H_Pn2KTlSvW9gRBBq3SvDTvN8VQNh_w8nk1W2kdJsQ261Nv-N6q00w3Fls4HVNv5Lm4DqCf1W5MPjc652XRYMW9c25lF2-6NzXW2cKfbd64YsjKW7d19fj6d04xlN39pkKpSlNQjW5MkS9K45FXVNW5qpMW53mJz3fW1Q33V63rwd-bW3n9zJt8YsHlxW6mnH9C2L7Lx5W6v3s4510Dv-dN6kf8MgcSN2hN97pvtl_Z9NQW1vWMWP4zhHh6W326YtR7BhpJxf29MgcK04) ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On August 10, the LayerZero Foundation [proposed](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbRz5nXHCW50kH_H6lZ3lgW46DlgF61NCk2W70zWfF4WQHfjW16Ky-635Z_yFW801Wlw821bXFW6hcMnn4RjjJ-W5Qrm846cm2GRW8GbmFj3cXyBRW42b7yD4tD33mW5nYdWR3-fXPcW6ZmCZw8mHKhMW6hT0ns3GPpK2W8GnFm093kcJsW8PhMr13ZdXz1W67z22J5MjkFsW6nR2Gg8lv7NSN5QVM0rXFDxqW7bKBs96RvnpMW1tpXxS6TV83PW8pHFy62WRfc8W88c69J5ZsFy1W1g9tqR1W5hxBW8l6JNK3F0kSmW4svwJs1RDC4FV6hH2B267s9NW5DW_Vw4SRtQ3W6XdCrt5txlQyMd61vbjjShPW1YLkd_1JC4lPW5Gkd-j1bK_5VW65n-Lp6YVPK_W4kv2257997M0W17SWzd7h6Wbmf7cCyLF04) a **$110 million acquisition of the Stargate (STG) token**, three years after its launch. **Stargate drives over 55 million messages** —about one-third of LayerZero’s 153 million total—and **$63.8 billion in transferred value, more than half of LayerZero $120.3 billion all-time volume.** The offer values STG at $0.1675 per token, with all circulating tokens redeemable for ZRO at a fixed ratio and veSTG holders retaining 50% of protocol revenue for six months post-merger before all excess revenue shifts to ZRO buybacks. LayerZero says the merger will unify resources, cut product overlap, speed new launches such as stablecoin and OFT hubs, and improve institutional positioning. Supporters view consolidation under ZRO as vital in a competitive bridging market, while critics argue it undervalues STG’s yield model and ends its long-term revenue share. If approved, the Stargate DAO would be dissolved, operations moved under LayerZero, and governance and tokenomics consolidated under ZRO, folding Stargate deeper into LayerZero’s product suite, expanding beyond bridging, and cementing its position as the protocol’s main volume driver. ![Daily USD Volume](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Febfdc9fb932e29ae592ed98cd81c4b09f7a7b760-1096x630.png&w=3840&q=75) [Ethena’s $6.4B Aave Footprint](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbT23qn9qW7Y8-PT6lZ3mFM4P77HHDQ48W7qhGpz33z57YVHD7hD27j8wCW1778Dp66c5rkW6zskRG8F-SK6W6x57wf5_4qPDN7NHgRkbBcmHW6mwLQy3h7VrCN7TlX63fZxl9W8wVSJL6bg69zN3HVLlFYp6zDW3vwcYJ45LkqzW5mJ3s454XNJKW8mw4BN50vTZvW3-Vd8P6Lpj_5W96JcXC2rYCYyVB6d5x8mD0cJW1-cKBm23hMVzW2GV3vm2s6f9YW139MN35XbdPHW9lPv671HVKMvW1C0dMv3rVB23W8pq3Ts6YxWMLW1SZkCY58Cn0dVLXQ5B7JwHsNW2NC5NT2VV5l1f3FnG5K04) ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Ethena’s **USDe supply has doubled in 30 days to over $10.9B**, mostly fueled by the Pendle–Aave looping trade. Pendle locks staked USDe (sUSDe) yield at fixed rates, while Aave leverages it up, creating a reflexive growth loop. As of August 14th, **$6.4B of Ethena assets sit on Aave** ($3.9B in Pendle Principal Tokens (mostly sUSDe), $1.4B in USDe, and $1.1B in sUSDe), making up a large share of USDe’s total supply. This deep integration cements Ethena as one of DeFi’s fastest-growing and most systemically important stablecoin issuers, approaching a “too big to fail” status in the onchain economy. While these linkages unlock scale and yield opportunities, they also concentrate risk, [highlighted](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbSs5nXHCW6N1X8z6lZ3nPV45dvK2ych4YW7BgxB26mXdrwVTpq7K1wKWbJW5hqL9G3ChbbzN8D-8jfV8w93W1--0Dg5RHvBfW4gNQ0R7XntmRW91vRWq1lmHs3W8j6v5c7lSRRFW82rmx73p6QKVW4sccs13qFC7lW1XWfr6200KPkW59XztW7F0pjDW1G-bKK4-vz1vW22dhj43Zb9YzW2Yq1x-940Dz8N2ZhThnptHF7W6YYTWs9fwmSkW6VwXC319CT0zW15S26Q43ZW7HVhs7NH78MS35V--JQ16g22vQW4lK_2V5j8H-rN3-6YgmvTGD2W1j0PRs6P3ktcW8Db2Qx55sHQFW50W_Pq19xSjKW7p-w5f87cRbpW4w48YJ7-7kb1W83Rf1G3bQwjFN8_9QDmDdpb7W30xKrV5Js1DXW5HNdcv7pp1B4W2K72-H8xVzGgW39_L3c422jpgW2dTGdj3Mgh4dW8THljH2wPn8KW3Vxq9W5f74Hbf6hhxcK04) by Chaos Labs: a sharp unwind of leveraged PT–USDe positions could stress Aave’s stablecoin markets, especially with $580M of USDe’s own backing deployed into Aave. Ethena’s rise underscores both the promise of onchain fixed-income innovation and the need for safeguards around feedback loops that can magnify both growth and volatility. ![Ethena Assets deposited on Aave](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa063c77b3f90d40657839e3bc0a85aa424ec56a7-1120x731.jpg&w=3840&q=75) [Sky Protocol Gets S&P’s First-Ever Stablecoin Credit Rating](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbT23qn9qW7Y8-PT6lZ3p9W8nr-BS5K9LYmW5VlYcj69j9QrW3j96N47tdt2jW8QW0sx16Z4MxW7kqRg03vjZC3N4fKjQGdgBQ8W3Kv1yr3rVSvMW1zDsMf7t9Fm3W82xrzf4LpljNVzxM164QVkQvW4GZxF-4vT4DhW4MGQqC8HplNwW1QQryB4bvTT1N4_Hw-zbFvLQW4_SPXS24nm-RW7dMRQx1sPMP8W4b-Ywy4Z-WVCVb6CgR8hLR62W5pYjP23-SMLwW2BKzGZ5zDWtGW5n6wJk3_nlYDV6TlF46FWCd1W3kVqkk4jyJdnW9gT9cY8KDKcfVjLPZB5NVrSHV6rLVW4kVM08f3ClQG204) -------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- On August 8, **S&P Global Ratings** **issued its first-ever credit rating for a stablecoin system**, assigning **Sky Protocol’s USDS a B- rating with a stable outlook**. The evaluation covered USDS and sUSDS liabilities, liquidity buffers in USDC and tokenized money market funds, minimal loan losses, and governance risk, recognizing Sky within the same evaluative framework as bonds and corporates. S&P also set USDS as the benchmark stablecoin in its global framework and outlined steps toward an investment-grade rating: decentralizing key functions, dynamically adjusting reserves, and mitigating depositor concentration, signaling that even traditional finance views decentralization as a core risk mitigator. As of the latest reporting, **Sky holds $8.59B in total assets**, a **$90.5M surplus buffer**, and has generated over **$327M in annualized revenues**, with Steakhouse’s Dune dashboards providing full, up-to-date onchain financial transparency. This milestone not only formalizes stablecoin systems within global credit ratings but also marks another step in the progressive integration of TradFi and the onchain economy. ![png (4)-2](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa741db0147c0def8ce3ed95404fe32182fd27960-1120x661.jpg&w=3840&q=75) Nothing in this newsletter constitutes financial advice. **Always do your own research.** Dune Digest is all about cutting through the noise and surfacing the most relevant onchain trends. If you have insights, dashboards, or data-driven stories that belong in the Digest, **drop your suggestions** [here](https://djfc5c04.eu1.hubspotlinks.com/Ctc/RL+113/djFC5c04/VW5ZwH43rRFhVbWrKH2NMSpbW3V7XmG5BhKN2N5LPbRT5nXHCW5BWr2F6lZ3kGW7j2BQ13clJdtW8hk5WB66QJbvVwmgkq1Hk2SZN4TZtlwwv8rtW5g4L303qVMvCW2q2QxH34QCkvW9m2SzT16z2Z0W2zS6_g4ZsVS6W468Vzv1r29yrW6VVNHs4hd0BLW89RsZM8L7KdZW1FQgC25ZkXqSW2nDcyC52_y6TW6v6p0c8qR6RjW5GMKyP5WzMb3N628K812k9z9Vkphcw48jxlLW1RTkgS6mbLBsW946y0y13FtZtW4psWTl9chKV2W112H5w7t-8zcW1cjJl93BKGb1W6w-cm72TZ94JW6Vc2J45x8_rDVk3M8T4MW99FN18bn6JHHvDpN5FzS0dMvcFKV8q9135R7Q2GW4TXW748fQfr7W8_VmXd5FpkL6W3vFbM58VbmxGW8nDwS62q8_C8W7Nms3X440NrQW8nQrlV15-sNDf83VyVP04) . _The data must flow._ Dune Team ‍ Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Polygon Ecosystem 2024 - Blog | Dune [All posts](https://dune.com/blog) PolygonEcosystem2024 ==================== Year-End report - 2024 was a defining year for Polygon, cementing its position as a leading blockchain ecosystem. This report, created in collaboration with Dune, dives into the numbers that tell the story—growing user adoption, expanding use cases, and the breakout success of apps like Polymarket and Courtyard. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Research•February 20, 2025•1 min read [Polygonpolygon](https://dune.com/blockchains/polygon) ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Polygon Ecosystem 2024](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe19c2dbd1551ea032fa74d86db4938cba5ad04d5-1200x675.webp&w=3840&q=75) Year-End report - 2024 was a defining year for Polygon, cementing its position as a leading blockchain ecosystem. This report, created in collaboration with Dune, dives into the numbers that tell the story—growing user adoption, expanding use cases, and the breakout success of apps like Polymarket and Courtyard. From surging activity to new innovations, the data paints a clear picture: **Polygon is scaling faster than ever**. Join us in celebrating the milestones that shaped the ecosystem this year. 🚀 ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Optimism is now on Dune! - Blog | Dune [All posts](https://dune.com/blog) OptimismisnowonDune! ==================== Ethereum is scaling, and so are the datasets on Dune! Optimism Ethereum’s roll-up data is finally available, allowing anyone to build rich insights into OΞ’s growing ecosystem of dapps. ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- News•September 3, 2021•1 min read [Optimismoptimism](https://dune.com/blockchains/optimism) ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Optimism is now on Dune!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9f43c747c8393950c9737a6bcfe307c3343df96b-1108x650.webp&w=3840&q=75) Ethereum is scaling, and so is the number of datasets on Dune! We are happy to announce that Optimism Ethereum’s roll-up data is finally available on Dune, allowing anyone to build rich insights into OΞ’s growing ecosystem of dapps. Following Optimism’s soft-launch approach, an early version of our integration was also soft-launched on Dune a few weeks ago. Early results from Dune’s community of wizards showcasing Optimism’s ecosystem growth on different fronts such as DeFi, NFTs and more can be found [here](https://dune.xyz/Marcov/Optimism-Ethereum) . A testament to that growth is the fact that the [total number of transactions](https://dune.xyz/embeds/82481/164319/0e19c32c-12https:/dune.xyz/embeds/82491/164334/26893332-edac-4a97-98ba-afb0f2cf4460) processed on a weekly basis has 20x over the last two months. As well as the total number of addresses interacting with the OVM which went from around 800 at the end of June to more that 35.000 this week. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F6a7ae21f5aff749fb0ab1dda18c145b55ca24461-1430x721.png&w=3840&q=75) These are numbers that speak for themselves and we are thrilled to be making it easy for anyone anywhere to surface insights like these. You’ll find OΞ data by selecting the ​​source dropdown in the query editor window (top-left) making it easy to analyse Ethereum, Optimistic Ethereum, and many more with Dune. The data must flow and you can expect both more data and other exciting features soon! PS. We are hiring engineers [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Agent - Blog | Dune [All posts](https://dune.com/blog) DuneAgent ========= Why We Built an MCP-Powered Data Discovery Chatbot for Dune's Data Catalog -------------------------------------------------------------------------- News•June 3, 2025•2 min read ai beta ![@Meghan Heintz](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F94b7eef84317e8abb7626fd61d19f44a244f043a-500x500.jpg&w=96&q=75) [Meghan Heintz](https://www.linkedin.com/in/meghan-heintz-994baa2b/) Staff Software Engineer, Machine Learning and AI ![Dune Agent](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Feb8b7addee729e7912c4a652610710a86b9d1926-1200x675.webp&w=3840&q=75) The Problem: Data Discovery at Scale ------------------------------------ Dune hosts millions of tables across dozens of blockchains. We are constantly adding new chains, decoding new protocols, and community members are contributing new Spells (curated datasets). Even as the former lead of the Spellbook project, I struggled to keep track of what new analytical capabilities were being unlocked. This isn't just my problem—it's everyone's problem. Analysts waste hours searching for the right tables, understanding schema changes, and figuring out which Spells might accelerate their analysis. The friction between "I want to analyze X" and actually querying the data is too high. Our Solution: MCP + Intelligent Search -------------------------------------- We built a data discovery chatbot powered by Anthropic's Model Context Protocol (MCP) that fundamentally changes how users explore Dune's data catalog. Here's why MCP was the key: **Traditional approach:** LLMs with static context windows struggle with dynamic, massive datasets. They hallucinate table names, miss recent additions, and can't effectively search millions of entries. **MCP approach:** Instead of stuffing everything into context, MCP lets our chatbot dynamically query Dune's existing search infrastructure. It's like giving the LLM a live connection to our database catalog rather than a outdated snapshot. The technical implementation: * Built MCP servers that wrap Dune's internal search APIs * Created specialized tools for searching raw tables, decoded events/calls, and Spells * Implemented smart filtering by blockchain, schema, and contract address * Added SQL retrieval for Spells to expose transformation logic * **Analysts** discover relevant Spells they didn't know existed, cutting query development time * **Protocol teams** instantly find all tables related to their contracts across every chain * **Data engineers** understand dependencies between raw and curated datasets without diving into GitHub * Search relevance and speed * Explanation clarity for complex data relationships * Missing features that would accelerate your workflow This is version 0.1. Help us build the data discovery experience that on-chain analysts deserve. _Check out it at_ [dune.com/agent](https://dune.com/agent) Give us your feedback at [dune.com/feedback](https://dune.com/feedback/en?hideMenu=true) Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune now integrates with Binance Smart Chain! - Blog | Dune [All posts](https://dune.com/blog) DunenowintegrateswithBinanceSmartChain! ======================================= Binance Smart Chain has experienced massive growth over the past year thanks to fast, affordable transactions and a great user experience. ------------------------------------------------------------------------------------------------------------------------------------------ News•October 22, 2021•2 min read [BNBBNB](https://dune.com/blockchains/binance-smart-chain) ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Dune now integrates with Binance Smart Chain!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fc1c999e61dbf26e7607a3024c5fee244c3c20e8d-1400x787.webp&w=3840&q=75) Binance Smart Chain has experienced massive growth over the past year thanks to fast, affordable transactions and a great user experience. BSC is now a crucial part of the crypto and DeFi ecosystem. As you know, it’s our mission to make crypto data accessible for everyone and help everyone to become an analyst of the new financial system being built before our eyes. So - we’re thrilled to announce...... BSC data is now LIVE on Dune! Anyone can now extract rich insights from BSC, exploring the exciting ecosystem of dapps, wallets and transactions. Anyone can build beautiful dashboards that can be shared, enjoyed and forked across the community. We are very excited about: * Dune wizards diving in and bringing the same razor sharp analysis to BSC that they previously have to Ethereum, Polygon, xDAI and Optimism * Shining a light into one of the most important chains and helping the wider community to understand what’s happening on BSC on a deeper level * A new generation of analysts building their SQL and data visualization skills in a multi-chain environment Ready to get started? Just [head to the Query Editor](https://dune.xyz/queries) and select **Binance Smart Chain from the dropdown** in the top left. Don’t know SQL or how to do data analysis? Don’t worry. We’re working on resources to teach you step-by-step. In the meantime, can check out our [tutorial docs](https://docs.dune.xyz/about/tutorials) , this [YouTube tutorial series](https://www.youtube.com/watch?v=S-cctFmR828&list=PLK3b5d4iK10ext4v-GBySekaA8-GP8quD) , and come [hang out with us on Discord](https://discord.com/invite/ErrzwBz) ! We’re so excited to see what you’ll build. You can expect more data, integrations and features soon. In the meantime, the data must flow! [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Stellar is now LIVE on Dune! - Blog | Dune [All posts](https://dune.com/blog) StellarisnowLIVEonDune! ======================= We’re excited to announce that Stellar, the open-source blockchain network designed for cross-border payments and asset transfers, is now fully integrated into Dune! --------------------------------------------------------------------------------------------------------------------------------------------------------------------- News•October 14, 2024•1 min read [Stellarstellar](https://dune.com/blockchains/stellar) cross-border-payments defi-tokenization dune-api dune-catalyst ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Stellar is now LIVE on Dune!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fc0b5d7fef4aea94f016cd66e79bba5ec984c7a31-1400x787.webp&w=3840&q=75) This integration gives Dune users access to powerful analytics tools for exploring the rich ecosystem of Stellar data, helping developers, analysts, and blockchain enthusiasts unlock new insights. Why Stellar? ------------ [Stellar](https://stellar.org/) is widely known for its focus on providing efficient and affordable cross-border payments. The network uses **Lumens (XLM)**, its native cryptocurrency, to facilitate low-cost transfers and bridge different currencies. Stellar’s **anchor system** also makes it easy for users to tokenize and exchange assets like dollars, euros, and cryptocurrencies. Its design ensures financial institutions and individuals alike can transfer assets seamlessly across borders without traditional intermediaries, making it a popular choice for **remittances** and **products and services that enhance access to the global financial system**. "With the integration of Stellarinto Dune, we’re offering the community a chance to explore onchain data that are crucial for understanding the dynamics of global payments and asset tokenization. Communities can now analyze key metrics, including transaction volumes, token transfers, and smart contract interactions, helping them refine use cases in areas like remittances and DeFi." — Fredrik Haga, Co-Founder & CEO of Dune. What Does This Mean for You? ---------------------------- With Stellar now live on Dune, you can access comprehensive data on its blockchain network. This includes insights into: * Transaction volumes and network health * Activity of Stellar-based tokens and assets * Key metrics related to remittances and asset transfers * [Get started with Stellar on Dune](https://docs.dune.com/data-catalog/stellar/overview) * [How to create Dune Dashboards](https://www.youtube.com/watch?v=XlE5a83W_xo&ab_channel=Dune) * [Use Dune API](https://www.youtube.com/watch?v=bobGOetmAa4&list=PLK3b5d4iK10ext4v-GBySekaA8-GP8quD&index=10&ab_channel=Dune) The Data Must Flow! Contents [View Pricing](https://dune.com/pricing) Contents [View Pricing](https://dune.com/pricing) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Bring your chain to Dune ------------------------ [Catalyst](https://dune.com/catalyst) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Dune Partners With Chainstory to Step up Onchain Data Communications - Blog | Dune [All posts](https://dune.com/blog) DunePartnersWithChainstorytoStepupOnchainDataCommunications =========================================================== At Dune, we believe data tells a story. --------------------------------------- News•October 24, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Dune Partners With Chainstory to Step up Onchain Data Communications](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F37ea2fe37caf4440824df08364f528ccb1537755-2400x1350.png&w=3840&q=75) We’re excited to announce our **strategic partnership** with [Chainstory](https://www.chainstory.co/) , a leading crypto PR and communications firm. We’re always looking for new ways to enhance how the world interacts with onchain data. This partnership is set to combine Dune’s **unmatched analytics** with Chainstory’s expertise in **media and PR**, bringing onchain insights into the spotlight. Bridging the Gap Between Onchain Data and Storytelling ------------------------------------------------------ At Dune, we believe data tells a story. With Chainstory’s support, we’ll ensure those stories are heard. From **dashboards to onchain insights**, this partnership will help turn **verifiable blockchain data into narratives** that drive industry conversations. > “ > > _“We’re proud to partner with a platform as dynamic as Dune. Our experience in PR and content marketing aligns perfectly with Dune’s innovative analytics capabilities, allowing us to shape compelling stories that resonate with the community,” said Chainstory’s Co-CEO, Afik Rechler._ Supporting Dune’s Ecosystem Partners ------------------------------------ This collaboration also extends to our **ecosystem builders**, who will now have access to Chainstory’s PR expertise. Whether **amplifying onchain findings** from community Wizards or supporting ecosystem partners, Chainstory will help ensure that our **data-driven insights** resonate across the industry. > “ > > “We’re excited to partner with Chainstory and leverage their deep knowledge of onchain communications,” said Alsie Liu, Content Marketing Manager at Dune. “This partnership enhances our ability to communicate effectively within the crypto ecosystem and offers our ecosystem partners comprehensive support from analytics to communications.” Strengthening Dune’s Position as an onchain Powerhouse ------------------------------------------------------ This partnership reinforces our commitment to providing not only leading onchain analytics but also **making data accessible**. With Chainstory’s support, we aim to elevate Dune’s position as an **onchain powerhouse** within the blockchain ecosystem, helping both our users and partners share their data-driven stories with the world. We’re excited about the opportunities ahead and look forward to what this partnership will unlock for Dune and our community of data wizards! _For media inquiries, please contact_ [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#12737e617b775276677c773c717d7f) _,_ [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#0e6f6867654e6d666f67607d7a617c77206d61) _._ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Editor’s Pick on Dune - Blog | Dune [All posts](https://dune.com/blog) Editor’sPickonDune ================== How to find the best and trusted content on Dune! ------------------------------------------------- Guide•August 8, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Editor’s Pick on Dune](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F79daaec97f1e567d923fe3c96fb4eebbd54adc4b-720x405.png&w=3840&q=75) We’ve recently released the “Editor’s Pick” badge to dashboards on Dune, where certain dashboards will get amplified by the Dune team for exemplary work. These dashboards will appear at the top of discovery and search on the Dune app. We’ve hand picked 100 dashboards to start with. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4b868e47ccd507e5fa1b73f3d3432ed280203da8-1109x664.png&w=3840&q=75) The quality bar for becoming an “Editor’s Pick” is high, and something wizards should be proud of attaining. Note that it is possible to lose this badge if the dashboard consistently has misrepresented/miscalculated charts, or if it has not been kept up to date. Below you can find our criteria for qualification: -------------------------------------------------- ‍**Comprehensive Dashboard:** For any given topic (protocol, blockchain, airdrop, token, etc.) the dashboard should have a strong mix of charts and tables that give both breadth and depth of context. So if you have volume and count charts, you should also have breakdowns by markets and user segments. Ideally you can break down clear labels as well of different entities or user personas, and showcase relevant metrics like retention and growth over time. ‍**Easy to Follow Charts:** All your visualizations should be well formatted (axes labels, number formatting, column naming). On top of that, you should add context with text objects throughout the dashboard. The more you explain the methodology and link to resources that help the viewer better understand the topic, the easier it will be to follow. You should NOT just dump 100 charts into a dashboard and think your work is done. ‍**Up to Date Information:** The crypto space moves quickly, so while your dashboard may be complete when released it will likely also fall out of date over time. This is more subjective, but oftentimes if you have not touched a dashboard in six months then it’s likely no longer super relevant to the topic. Try and stay on top of things by keeping in communication with the wider ecosystem - participate in forums, on twitter, in telegram groups with the projects in the topic you’re covering to constantly learn about changes/events. Submitting Your Dashboards for Editor’s Consideration: ------------------------------------------------------ The best way to submit your work to be highlighted will be to share the dashboard publicly and tag @duneanalytics on Twitter or LinkedIn. Below is a great example of sharing work with a clear story and use case, making it easier for everyone to find it and understand it. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F857cc0543dc7d50e0a8e4be842aa5bc1024bd801-1074x1116.png&w=3840&q=75) [https://x.com/marcov\_91/status/1785633298711994549](https://x.com/marcov_91/status/1785633298711994549) We’re excited at Dune to become more involved in the curation and improvement of dashboards, and look forward to awarding more dashboards with the “Editor’s Pick” badge! Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # SQL API and Developer API - Blog | Dune [All posts](https://dune.com/blog) SQLAPIandDeveloperAPI ===================== Unlock the full power of Dune with its flexible API — automate queries, integrate blockchain data, and streamline analytics using Python or TypeScript SDKs. ------------------------------------------------------------------------------------------------------------------------------------------------------------ Guide•August 16, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides an overview of Dune's API functionality, highlighting that every query on Dune can be used as an API endpoint. Here are the key points: 1. **Query as API Endpoint**: Every query on Dune can be accessed via its query ID, allowing users to retrieve results in JSON or CSV format. However, private queries are only accessible by their creators. 2. **Billing and Usage**: API usage costs are based on query execution and data points retrieved. The cost scales with the plan, offering more data points per credit as users upgrade. Users can monitor their usage and manage API keys through Dune's settings. 3. **API Operations**: The API allows for CRUD (Create, Read, Update, Delete) operations on queries, including managing query settings and refreshing materialized views. Most users will utilize execution and results APIs to run queries and retrieve data. 4. **SDKs and Parameters**: Dune provides Python and TypeScript SDKs to simplify API interaction. Users can pass query parameters using these SDKs, making it easier to integrate with Dune's API. 5. **Preset Endpoints**: Dune offers preset API endpoints for common data retrieval tasks, such as contract deployments and market forecasts, reducing the need for custom query management. 6. **Uploading Data**: Users can upload data directly to Dune via the API, bypassing the 200MB limit of manual uploads. This feature is useful for continuously inserting data programmatically. 7. **Developer API**: Dune also provides a developer API for retrieving token balances and transactions in real-time, with minimal delay, which is separate from the main query API. The video emphasizes the flexibility and power of Dune's API, allowing users to seamlessly integrate and automate data retrieval and management within their applications. [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # DuneCon 2022 - Blog | Dune [All posts](https://dune.com/blog) DuneCon2022 =========== We’re hosting the first DuneCon! On September 15th - conveniently between DappCon & EthBerlin - hundreds of Wizards & team members will descend on Funkhaus in Berlin. ---------------------------------------------------------------------------------------------------------------------------------------------------------------------- Research•June 21, 2022•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![DuneCon 2022](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5f12b9f7674b2ca00c40b1257568fc11cd529456-734x361.png&w=3840&q=75) We’ve made a lot of exciting announcements this year, like our series B raise, Dune Engine v2 - but this might be the most exciting yet…… We’ve met a lot of you at crypto events around the world over the past few years, but this time we want everybody in one place….. **So we’re hosting the first DuneCon!** On September 15th - conveniently between DappCon & EthBerlin - hundreds of Wizards & team members will descend on Funkhaus in Berlin. Funkhaus is an amazing venue, a world-famous recording studio and creative space known for hosting Berlin Blockchain Week and many other events. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F82eabef9ab6a76e208b9756aeea411aa036ff65b-2000x1500.jpg&w=3840&q=75) We’ll have a series of activities throughout the day, from hackathons & talks to training sessions and fun events. Then we’ll wrap things up by around 18:30 before heading over to an evening venue for more socializing and merriment into the night! This is first and foremost a Wizard event. We want to say thank you and give everybody a great day while getting to know our community better. But DuneCon is also open to prospective Wizards, partners, and industry guests. The day is going to be a lively combination of learning, networking, socializing, and celebrating - we're going to make it a day to remember. We can’t wait to see you all in Berlin for the best on-chain data conference of 2022. So what are you waiting for? Spaces are limited - head over to [dunecon.com and apply to attend!](https://www.dunecon.com/) [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Learning DuneSQL and Our Engines - Blog | Dune [All posts](https://dune.com/blog) LearningDuneSQLandOurEngines ============================ Master Dune SQL with this guide covering query optimization, engine tiers, binary functions, and API integration—designed to level up your on-chain data analysis skills fast. ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ Guide•August 16, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides an introduction to Dune SQL and the engines used on the Dune platform for running queries. Key points include: 1. **Dune SQL Overview**: Dune SQL is a fork of Trino SQL, and users can refer to Dune's documentation or Trino's for detailed functions and operators. For beginners, it is recommended to take Kaggle’s SQL courses and practice with Dune's SQL and Ethereum guide. 2. **Learning and Practicing SQL**: The video emphasizes the importance of hands-on learning, suggesting users practice basic SQL concepts through the provided guide, focusing on difficult topics like joins and window functions. 3. **Working with Binary/Hex Functions**: Users dealing with Ethereum addresses (hexadecimal) should become familiar with functions for converting and handling binary data. 4. **Calling APIs in SQL**: Dune SQL supports HTTP GET and POST functions, allowing users to pull external data (e.g., from DeFi Llama) directly into their queries. 5. **Optimizing Queries**: The video discusses query optimization, especially when working with large datasets. Key tips include filtering by block time and block number, and understanding the use of partitions instead of indexes in Dune SQL. 6. **Engine Tiers**: Dune offers three shared engines (Free, Medium, Large) for running queries. The Free tier allows up to 2-minute queries without costing credits, while the Medium and Large tiers offer faster execution but with a 30-minute timeout and credit usage. 7. **Credits and Plans**: Users receive 2,500 free credits each month, with the option to upgrade for more. On the Free plan, only three queries can run simultaneously, whereas other plans allow unlimited concurrent queries. 8. **Becoming a Better Analyst**: For users looking to advance their skills, the video suggests exploring Dune's roadmap and related resources to deepen their understanding of crypto concepts and improve as data analysts. Overall, the video is aimed at helping users understand how to effectively use Dune SQL, optimize queries, and leverage the platform's engine tiers for their data analysis needs. ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Leverage Onchain Data to Drive Growth - Blog | Dune [All posts](https://dune.com/blog) LeverageOnchainDatatoDriveGrowth ================================ Manuel Amaral, Founder at SeaLaunch, explores how on-chain data can drive growth and enable smarter decisions in Web3 at DuneCon 2024. -------------------------------------------------------------------------------------------------------------------------------------- Guide•December 3, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune At **DuneCon 2024**, Manuel Amaral, Founder of SeaLaunch, delivered an insightful talk exploring how on-chain data can drive growth and enable smarter decision-making in Web3. Moving beyond technicalities, the session focused on leveraging blockchain data for actionable business strategies. Key topics included: * Using on-chain data to move from narrative-driven to data-driven decision-making. * Unlocking insights from raw blockchain data and transforming it into business intelligence. * Real-world examples of on-chain data applications in growth, marketing, risk management, and incentives. * The shift in NFT market dynamics and adapting strategies for sustainable growth. * Filtering and qualifying on-chain data to address bot activity, inflated metrics, and retention. This talk also featured examples of how protocols like Uniswap and Zora used on-chain insights to adapt and thrive, offering actionable takeaways for blockchain developers, growth teams, and decision-makers. Whether you’re building a Web3 product or optimizing an existing protocol, this session provided the tools to turn blockchain data into a competitive advantage. 👉 Watch now to learn how to transform raw data into growth strategies and subscribe for more content from DuneCon 2024! 🚀 ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Meet the team: Austin - Blog | Dune [All posts](https://dune.com/blog) Meettheteam:Austin ================== Meet Austin, a designer at Dune, thrives in a maker-focused culture, creating magic through collaboration, innovation, and a passion for excellence. ---------------------------------------------------------------------------------------------------------------------------------------------------- Team•August 5, 2024•1 min read careers-at-dune ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Meet the team: Austin](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F58ae6398e04b638e36e594f18c0b988ae1bd0b23-1200x675.webp&w=3840&q=75) Role at Dune:‍ -------------- **‍** Dune is a maker’s dream. Meetings are scheduled during the US/EU overlap, allowing for blocks of time for spontaneous syncs and deep design work. Our strong remote culture is reinforced by offsites, events, and coworking. Memorable Dune Moment: ---------------------- Before officially joining, I was invited to the Athens off-site. Our team - Claudia, Belen, & Richard - won the “just ship it” category of the hackathon. We shipped a query loading bar, later improved through customer feedback. I believe the best way to develop relationships and confidence in one another is to solve problems together. Favorite Dune Value: -------------------- Create Magic. We pride in our work and strive for excellence. We don’t settle for uninspired efforts, but go the extra mile to make something magical. Describing Dune in Three Words: ------------------------------- Magic - Data - Wizards Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Navigation on the App - Blog | Dune [All posts](https://dune.com/blog) NavigationontheApp ================== Learn how to navigate and manage dashboards, queries, teams, and advanced search features on Dune to streamline your data analysis workflow and uncover key blockchain insights faster. --------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- Guide•August 16, 2024•1 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune The video provides an overview of navigating and managing content on the Dune platform. It covers several key features: 1. **Navigation Overview**: The video explains the main navigation bar on Dune's homepage, allowing users to create content, access their library, discover dashboards, search, and manage account settings, including switching between personal and team accounts. 2. **Discovery Page**: This page showcases trending dashboards and queries, allowing users to filter by topics or view specific content, such as the wizard leaderboard. 3. **Library Management**: Users can organize their queries and dashboards into folders, manage schedules, and handle data uploads. The video emphasizes using the correct search bar within the library for specific content. 4. **Advanced Search**: Dune offers advanced search features, enabling users to filter content by title, tags, author, and date, which is particularly useful for finding up-to-date information. 5. **Code Search**: Users can search for specific SQL queries by filtering for code, making it easier to find and learn from relevant examples. 6. **Teams and User Management**: The platform allows the creation and management of team accounts with different roles (viewers, editors, admins). Users can monitor their subscription, usage, and manage their individual account settings, including passwords and emails. Overall, the video aims to help users efficiently navigate and utilize Dune's features for managing and discovering data-driven content. ‍ [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Flashbots MEV data is live on Dune! - Blog | Dune [All posts](https://dune.com/blog) FlashbotsMEVdataisliveonDune! ============================= We partnered with Flashbots to make MEV data accessible to the web3 community. Flashbots is the first third-party dataset we’ve released on Dune. ------------------------------------------------------------------------------------------------------------------------------------------------- News•April 25, 2022•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Flashbots MEV data is live on Dune!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa30290faf5aecd239b76320c6f0eaca4b9462e51-1280x720.png&w=3840&q=75) It has been a big few months for Dune. We’ve been building like crazy, and now we have an exciting announcement to make. **Flashbots data is now live on Dune!** We partnered with Flashbots to make MEV data accessible to the web3 community. Flashbots is the _first third-party dataset_ we’ve released on Dune. MEV is to crypto what high frequency trading is to legacy finance. It’s a measure of the profit that a miner or validator can make through their power to arbitrarily include, exclude, or reorder transactions in the blocks they produce. You can read more about it in [this piece by Dragonfly](https://medium.com/dragonfly-research/we-live-in-a-mempool-backrunning-the-mev-crisis-a4ea0b493b05) . MEV in its various forms can harm Ethereum users, which is where Flashbots comes in. Flashbots is a vital R&D organization with the goal of mitigating the huge risks posed by Miner Extractable Value (MEV) to smart-contract blockchains. They’ve built several excellent tools to quantify MEV and work towards eliminating the information asymmetry and poor incentives in the space. You can read more about how Flashbots works [here](https://docs.flashbots.net/Flashbots-auction/miners/faq/) . In traditional finance, comparable data is tightly controlled and protected, but no data stays buried for long in crypto. One of our software engineers who worked on the project, Dias Alymbekov, commented that: _“Similar data in traditional finance is gated. Flashbots make a step forward by democratizing access to this information and create equal opportunities for everybody. It's exciting to collaborate and make this data accessible to the crypto community”_ We’re launching Flashbots data on our new data engine, which we previously used to launch Solana data. It’s going to be a game changer for Dune and crypto data as a whole. Now anybody can run queries on Flashbots' entire historical database of arbitrages, liquidations, and sandwiches on Ethereum! This is going to open up a wide range of new possibilities and opportunities for Dune Wizards. Enjoy. The data must flow…… [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Discovering Insights with Ease - Blog | Dune [All posts](https://dune.com/blog) DiscoveringInsightswithEase =========================== Introducing the New Discover Experience on Dune ----------------------------------------------- News•March 18, 2024•2 min read ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Discovering Insights with Ease](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd670884cb8680c601cff3d92b73e2712a13d2f34-1200x675.png&w=3840&q=75) We're excited to announce a significant update to Dune's Discover experience, rolling out a suite of enhancements designed to make your data exploration journey smoother, more intuitive, and more personalized than ever before. This update reflects our commitment to continuously improving user experience and providing powerful tools for data analysis and discovery. A Fresh Look with the New UI ---------------------------- Our Discover page has undergone a comprehensive makeover, boasting a new, sleek design that not only looks good but makes navigation a breeze. With more options to filter and sort through Dune's extensive content library, finding the insights you need has never been easier. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5d927a978f353d23c51552edf393a490c7376935-1120x474.webp&w=3840&q=75) ‍ Favorites, Reimagined --------------------- We understand the importance of quick access to the content you love. That's why we've revamped the Favorites section, making it more accessible and informative. Now, you can easily find updates from your favorite creators and gain new insights about the tags you follow, all in one place. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fdb33484200cd04f4da2da7f1f9ca7d5e825ead04-1120x474.webp&w=3840&q=75) ‍ Never Lose Track with Recently Viewed ------------------------------------- It's easy to lose track of interesting analyses amidst the wealth of content on Dune. Our new Recently Viewed feature solves this problem by allowing you to quickly revisit your content consumption history, ensuring that valuable insights are never more than a few clicks away. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9e58c62001431ab7db12eab193c0fa972e86e3de-1120x474.webp&w=3840&q=75) ‍ Stay Updated with Your Team --------------------------- For users collaborating through Dune Teams, we've introduced a new section dedicated to team updates. This feature allows you to quickly see what your colleagues are working on and dive directly into their latest discoveries, fostering better collaboration and knowledge sharing. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fdbfa3af55cf7f6e1218a7079e91466e29b0a34af-1120x474.webp&w=3840&q=75) ‍ Exploring Tags Just Got Better ------------------------------ The way you explore tags on Dune has been completely overhauled. With new lists for popular, trending, and your most-favored tags, alongside time-based filters, you can now explore short-term buzz and long-term trends with unparalleled ease. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F1f04a987708d7cc49edbc9494d66378e6ef10f8f-1120x474.webp&w=3840&q=75) ‍ Spotlight on Creators --------------------- Our creators are at the heart of Dune's community. The updated Discover experience introduces a more dynamic way to explore creators, with flexible leaderboards that highlight the top wizards or teams over various periods. Find out who your most-favored wizards are and discover new talents. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fdd5b01f3435b6757940134cfb4855a671cb6333f-1120x474.webp&w=3840&q=75) ‍ Featured Projects Take Center Stage ----------------------------------- Discover the exceptional work of teams that have customized their profiles through our Featured Projects list. This section highlights the innovation and creativity within the Dune community, offering you a deeper understanding of the teams behind the data. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fd174b86ad4217173952dc70fe547bb7a78d6f7e4-1120x474.webp&w=3840&q=75) ‍ Embark on Your Discovery ------------------------ Our new Discover experience is now live, and we can't wait for you to explore these updates. Head over to [dune.com](http://dune.com/) and start uncovering more useful content and insights from our vast content library. ‍ We're eager to hear your thoughts on these enhancements. Your feedback is crucial in helping us further refine and improve your experience on Dune. [Share your thoughts with us](https://dune.com/feedback) and help us shape the future of data discovery. ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # The Onchain Layer of Solana DePIN - Blog | Dune [All posts](https://dune.com/blog) TheOnchainLayerofSolanaDePIN ============================ A data-driven look at the leading physical infrastructure projects on Solana ---------------------------------------------------------------------------- Research•April 28, 2025•1 min read [Solanasolana](https://dune.com/blockchains/solana) [Ethereumethereum](https://dune.com/blockchains/ethereum-mainnet) depin ![@Filippo Armani](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff9dd54cabfaa63ae0dda792b5072e44d5b9b9971-800x800.jpg&w=96&q=75) [Filippo Armani](https://www.linkedin.com/in/filarm/) Data Content Creator at Dune ![The Onchain Layer of Solana DePIN](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F03e1d1562230f966cdfbf31522e7582870f63074-1200x675.webp&w=3840&q=75) [Explore Careers](https://dune.com/careers) [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Lens Chain is Now LIVE on Dune! - Blog | Dune [All posts](https://dune.com/blog) LensChainisNowLIVEonDune! ========================= Unlock Decentralized SocialFi Insights with Full Onchain Transparency --------------------------------------------------------------------- News•April 4, 2025•1 min read layer-1-layer-2 deso ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Lens Chain is Now LIVE on Dune!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff2c5eb3880cce8f295c2428a20fae9edfd94988e-1400x787.png&w=3840&q=75) What is Lens Chain? ------------------- [Lens Chain](https://lens.xyz/) is a **modular, Ethereum-secured Layer 2** purpose-built for SocialFi, combining scalable infrastructure, decentralized storage, and composable social primitives. Designed to empower creators and developers, it offers: 1. **Modular Social Primitives**: Plug-and-play building blocks like **Groups**, **Feeds**, **Graphs**, and **Usernames**, customizable via onchain Rules to create unique monetization models. 2. **Grove Storage**: A free, onchain-permissioned storage, ensuring user ownership and enterprise-grade performance. Compatible with EVM chains Ethereum Mainnet, Base, Abstract, Sophon, ZKsync and Lens Chain. 3. **Seamless UX**: Account abstraction, USD gas fees ($GHO), and frictionless onboarding via email/phone. 4. **Ethereum Security**: Backed by zkSync’s ZK Stack and Avail’s data availability layer for horizontal scalability. 5. **Profile Dynamics**: * Track **migrated profiles** and **social connections** * Analyze Follow NFTs, Collects, and creator monetization patterns 6. **Application Engagement**: * Compare retention rates and app-specific activity 7. If you believe there's a blockchain that deserves to be part of our platform, we invite you to submit your proposals through our [Data Request list](https://dune.com/feedback/?b=6595c480143e3c7207d23019) here. Or, use [Dune Catalyst](https://dune.com/product/dune-catalyst) to integrate your blockchain and make it discoverable on Dune! 8. [Get started with Lens Chain](https://docs.dune.com/data-catalog/overview) ‍[How to create Dune Dashboards](https://docs.dune.com/data-catalog/evm/apechain/overview) [‍Use Dune API](https://docs.dune.com/api-reference/overview/introduction) Use Dune API Use Dune API The data must flow! Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Introducing Dune SQL - Blog | Dune [All posts](https://dune.com/blog) IntroducingDuneSQL ================== DuneSQL is our new engine for querying Dune’s V2 data in a faster, more powerful and user-friendly way. ------------------------------------------------------------------------------------------------------- News•March 8, 2023•3 min read ![@Mats Olsen](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff6fc3d29e0b012fb86082c9258f2420dba6974c1-800x800.jpg&w=96&q=75) [Mats Olsen](https://www.linkedin.com/in/mewwts/) Co-founder & CTO at Dune ![Introducing Dune SQL](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F18f0dcc618124945d94df5729c25076161bd3840-3600x2025.webp&w=3840&q=75) TLDR: * We are investing heavily in DuneSQL to make the fastest, most powerful and convenient crypto data querying experience on the planet. * DuneSQL will eventually be the only query engine on Dune. * We have shipped a tool to help Wizards migrate their queries to DuneSQL. We’re committed to helping make the transition to DuneSQL as smooth as possible for Wizards. * We acknowledge that we have not communicated enough and well enough to the community about the new query engine. We are sorry about that and promise to do better from now on. * Using other [queries as views](https://dune.com/docs/reference/dune-v2/query-engine/#query-queries-as-views-in-dune-sql) * Querying byte arrays directly using 0x-encoding: \`WHERE from=0xd8dA6BF26964aF9D7eEd9e03E53415D37aA96045\` (notice the lack of quoting or lowercasing) * Full wei-level precision calculations via UINT256 and INT256 data types. * ~30% speedup over the alpha launch configuration through better data types. * Using other queries as _materialized_ views to unlock incredible speedups and new use cases * Enabling the wizard community to contribute user-defined functions to Dune SQL. * Query your own data sources directly from Dune. * Upload data to Dune SQL * Ability to select performance level for your query * Dune V1 is in the middle of being phased out as Postgres is not a suitable system for the scale and complexity of our data and pipelines * Support for everything besides Ethereum on V1 has been deprecated already and only supports editing queries. Many of these datasets _are so big_ that our v1 data platform is struggling to fully support them. * We’re working with teams to make sure that they can use V2, and we’re very happy to have a dialogue with you. * Spark SQL will be around for another 3-5 months. There’s no _immediate_ action needed from your side if you are using Dune Engine V2 (Spark SQL), but we highly recommend not creating further queries on it. * There will be prompts for you to migrate to Dune SQL. Again, Dune SQL has the same data, minus some spells that we are actively working to make available as soon as possible. * Dune SQL is now the default experience. We are devoting _a lot_ of resources to improve it. * Start using Dune SQL! If it’s not possible for you to use Dune SQL, reach out to a Dune team member to tell us why * You _can_ still use Spark SQL for 3-5 months, but Dune SQL is the preferred query engine and eventually you will have to use it. * Spark SQL on dune.com is not ANSI compliant, which in effect means that it implicitly converts a lot of types for you. When using Dune SQL you may have to explicitly cast types for them to be comparable. * Spark SQL and Trino SQL (which is what Dune SQL is built on) supports a lot of the same functionality, but their functions and keywords are a little bit different. E.g. \`array\_contains()\` in Spark is just \`contains()\` in Trino. * In our experience, the changes required to migrate an existing Spark query to Trino SQL should be relatively straightforward. And because Trino is generally faster for many of Dune’s queries, it should be faster to iterate. * Some types are different on Dune SQL than on Spark SQL. See [here](https://dune.com/docs/reference/dune-v2/dunesql-changes/) ‍ * For the time being, Spellbook will continue running on Spark SQL. Our Spellbook CI/CD pipeline will validate all new spells or changes are compatible with Dune SQL * We expect to migrate Spellbook to run Dune SQL in the next 3 months. **‍** ‍ Join the SQL revolution ----------------------- As you come across issues, or areas of improvement, shoot us an email at [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#caaebfa4afb9bba6e7acafafaea8aba9a18aaebfa4afe4a9a5a7) and we will gladly take a look. ‍ Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Introducing Owner Labels: What They Are and Why They Matter - Blog | Dune [All posts](https://dune.com/blog) IntroducingOwnerLabels:WhatTheyAreandWhyTheyMatter ================================================== Owner Labels enrich blockchain data with critical contextual information about the entities operating within both centralized and decentralized spaces. ------------------------------------------------------------------------------------------------------------------------------------------------------- News•May 16, 2024•3 min read blockchain-infrastructure data scaling-architecture ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Introducing Owner Labels: What They Are and Why They Matter](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9e063c63ec190654813e33e02567a188b6e9c868-1200x675.png&w=3840&q=75) Have you ever wondered which institutions are behind blockchain transactions? Are you seeking deeper insights into the blockchain data you analyze? Understanding the "who" behind the "what" in blockchain data can vastly enhance its value. Introducing [Owner Labels](https://docs.dune.com/data-catalog/spellbook/labels/overview) ! This new dataset will transform how our community interacts with blockchain data by providing unprecedented clarity about the entities behind blockchain activities. What are Owner Labels? ---------------------- [Owner Labels](https://docs.dune.com/data-catalog/spellbook/labels/overview) enrich blockchain data with critical contextual information about the entities operating within both centralized and decentralized spaces. This dataset includes details such as the owner's category, headquarter country, and essential online presences like websites and GitHub URLs. Importantly, this feature focuses only on companies and organizations, ensuring the privacy of individual cryptocurrency holders remains protected. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Ff180c9226d929f3c381201799fb4cf3f5970eabe-1200x542.png&w=3840&q=75) What labels are identified Why Owner Labels? ----------------- Blockchain data is often cryptic, with its value limited without knowing the "who" behind the "what." Our new labels demystify the entities behind blockchain operations, enabling users to perform more precise and insightful analyses. These labels are crucial for: * Competitive Analysis: Understand market dynamics by seeing how your inflows and outflows compare to competitors. * Market Analysis: Identify which categories are trending and who the major players are within these categories. * Business Analysis: Gauge your business growth and understand your customer base better. * Brought together 15 industry experts to brainstorm and refine this project. * Referenced standards groups like the [Open Labels Initiative](https://github.com/openlabelsinitiative/OLI) to ensure broad compatibility and acceptance. * Defined a robust set of categories and established automated quality checks to maintain the integrity of the dataset. > “ > > “I'm excited about the launch of the Owner Labels data! Having a unified framework to categorize addresses not only eliminates the redundancy of individual efforts, which often lead to discrepancies and incomplete information but also streamlines the process of adding new addresses and labels, making it simpler and more collaborative for the entire community.” – Sergi Juanati, Head of Analytics at [Steakhouse Financial](https://www.steakhouse.financial/) > . Dune is uniquely positioned to offer comprehensive Owner Labels across the Web3 ecosystem, leveraging our exclusive industry working group, transparent audit processes, automated quality checks, and advanced AI, all underpinned by a commitment to openness and collaborative industry standards.**‍** What to expect now? ------------------- Today, we are launching owner labels as a public beta, and our labels already cover over 50% of the on-chain monetary value for ETH, and over 25% coverage across all assets. We expect to reach 50% coverage across all assets soon, and we'll continue to expand our dataset post-launch. We invite passionate professionals to contribute and refine our offerings as we grow. Right now, you can check out: ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F040683c6e229ae411caee548dd5783edad5073fb-1600x341.png&w=3840&q=75) [Labels.owner\_details](https://dune.com/dune/owner-analysis) This table is a directory of the owners we have labeled along with information such as their category, headquarter country, website, github url, and project documentation pages. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5bc6213e4ffcf90e494e06bb8ffbf5382c7d6636-1600x354.png&w=3840&q=75) [Labels.owner\_addresses](https://dune.com/dune/owner-analysis) This table contains the addresses belonging to the owners across blockchains. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F1d868a9e89d1f4933f7400e4d7dea709ad830175-1600x439.png&w=3840&q=75) [labels.transfer\_summary](https://dune.com/dune/owner-analysis) This table joins labeled addresses with token transfers data to summarize the overall token volumes. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fc1b39cf7624433d89753fbe8a095335ee7418ae5-1600x440.png&w=3840&q=75) [labels.transfer\_summary\_daily](https://dune.com/dune/owner-analysis) This table joins labeled addresses with daily token transfers data to summarize the overall token volumes over time. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fe9ef854235c2966f8c1f3a8e20c91ab70ee49f2b-1600x441.png&w=3840&q=75) labels.counterparty\_activity\_daily This table summarizes the flow of token transfers from an owner to/and from their counterparties. ‍How to Get Involved -------------------- Interested in contributing to the Owner Labels dataset? We’re looking for passionate industry professionals to join our invite-only group of experts. See something missing? Share it with us, and our team will review. Get in touch [\[email protected\]](https://dune.com/cdn-cgi/l/email-protection#264a4744434a5566425348430845494b) Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Introducing the Dune Index - Blog | Dune [All posts](https://dune.com/blog) IntroducingtheDuneIndex ======================= A Real Measure of Blockchain and Cryptocurrency Adoption -------------------------------------------------------- News•November 11, 2024•3 min read data ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Introducing the Dune Index](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F8178dfaf797ee426d03532af96977b5e5652bbdb-1200x675.png&w=3840&q=75) What is the Dune Index? ----------------------- In the rapidly evolving world of blockchain and cryptocurrency, gauging real adoption is crucial to understanding the industry’s impact. While we often see metrics like price, active addresses, and total value locked, these don’t give the full picture of how blockchain technology is being truly utilized by people. That’s why we created the [Dune Index](https://docs.dune.com/data-catalog/dune-index/introduction) – a **comprehensive, activity-driven** metric designed to measure meaningful adoption in the blockchain space. The Dune Index brings together key metrics in a unique way, giving developers, investors, and observers an accessible, accurate way to see real traction within the blockchain industry. Instead of capturing momentary market activity, the Dune Index highlights trends that reflect **genuine user engagement,** helping us all understand where blockchain adoption stands and where it’s headed. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fc7af263d051ba4e89a04a6dcb499fb46f23719b0-2550x1280.png&w=3840&q=75) Adoption is More than Active Addresses, TVL, or Price ----------------------------------------------------- While it’s common to track price, active addresses, and total value locked (TVL), these metrics don’t tell us the whole story: 1. **Price**: Price often reflects market sentiment rather than adoption. True adoption drives utility, not speculation. 2. **Active Addresses**: Many users hold multiple addresses or create temporary addresses for specific purposes. Counting addresses can overstate user count, while the Dune Index focuses on real, consolidated activity. 3. **Total Value Locked (TVL)**: While TVL suggests capital flow, it doesn’t necessarily reflect active, productive use. A few high-value deposits can inflate TVL, masking the real utility derived from the assets. 4. [Transaction Count](https://docs.dune.com/data-catalog/dune-index/net-transfers) \- Every transaction is a piece of blockchain activity. 5. [Value Transferred](https://docs.dune.com/data-catalog/dune-index/transactions) - Beyond the transaction itself, the value moved reflects blockchain's utility. 6. [Fees Paid](https://docs.dune.com/data-catalog/dune-index/gas-fees) - Blockspace isn’t free, and the fees paid tell us about the demand for network resources. 7. **Closer to Previous Highs in Real Terms**: Today’s adoption levels are approaching highs seen in prior market peaks. However, unlike past speculative booms, today’s values reflect more **genuine, utility-driven** activity. 8. **Filtering Out Noise**: During previous highs, unfiltered activity included much higher instances of **net-zero** transfers, showing the difference between speculative and utility-driven adoption. 9. **Encouraging Trends with Room to Grow**: Though transaction counts and net values have grown, today’s lower gas fees mean users get **more value for less cost.** As blockchains scale, there’s greater potential for adoption to grow on the foundation of utility rather than speculation. ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F9eb598e6af4e9a3b71c111a075147d4000f37040-1600x915.png&w=3840&q=75) ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F5f5943e0099405fb908e4f178dd07b2c4d91b7c3-1600x757.png&w=3840&q=75) ![ width=](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4a52b8d5e78f22d3a83ed7ecc4140ae99bb5aa0b-1600x753.png&w=3840&q=75) With the Dune Index, we get an unprecedented view into how each chain contributes to overall adoption. We see that while adoption during previous booms was occurring largely on the Bitcoin and Ethereum blockchains, there is a more diverse mix of platforms on which the community is operating today. ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F4bf02123777521f4010fab38bb9e12194ab51934-2038x990.png&w=3840&q=75) ![__wf_reserved_inherit](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2Fa4679933bba7d087dd13599ec580c8364ea56f15-2024x982.png&w=3840&q=75) The Bottom Line --------------- The Dune Index is not just another metric – it’s a refined, comprehensive adoption indicator that distills meaningful activity from the broader blockchain landscape. This index goes beyond price or general activity metrics, delivering insight into the industry's real growth and value creation. We encourage you to explore the Dune Index and stay tuned as we continue tracking adoption. Watch how real blockchain adoption grows, backed by robust data and powerful analytics, and see where this technology is truly making an impact. For daily insights, check out [the Dune Index on our platform](https://dune.com/metrics) and stay updated on how blockchain adoption evolves. Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) --- # Plasma is now live on Dune! - Blog | Dune [All posts](https://dune.com/blog) PlasmaisnowliveonDune! ====================== Explore transactions, stablecoin flows, and global payments infrastructure — Plasma’s mainnet activity is now fully accessible on Dune. --------------------------------------------------------------------------------------------------------------------------------------- News•September 25, 2025•1 min read [Plasmaplasma](https://dune.com/blockchains/plasma) ![@Alsie L.](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F2d4297f3e37d59932719698a65a11cfb77fe3194-673x673.jpg&w=96&q=75) [Alsie L.](https://www.linkedin.com/in/alsieliu/) Content Marketing Manager at Dune ![Plasma is now live on Dune!](https://dune.com/_next/image?url=https%3A%2F%2Fcdn.sanity.io%2Fimages%2Ffox336rh%2Fproduction%2F58c2885ed90d10cfb8dc5c901bc2979b3df8dcbb-1400x787.webp&w=3840&q=75) We’re excited to share that **Plasma is now officially live on Dune** from day one of mainnet. Starting today, every piece of onchain activity from Plasma — stablecoin transfers, payment rail usage, confidential transactions, gas token flows, and more — is queryable, visualizable, and exportable through Dune’s platform. What is Plasma? --------------- Plasma is a **Layer 1 blockchain purpose-built for stablecoin payments**, designed to provide the infrastructure and applications needed for a new global financial system. With **$2B+ stablecoin TVL at launch**, Plasma is positioned as the native chain for stablecoin activity, offering both the base-layer technology and vertically integrated product stack to put digital dollars into the hands of everyone, everywhere. Plasma’s chain-level features include: * **Gasless USDT transfers** * **Custom gas tokens** * **Confidential, compliant transactions** * **PlasmaBFT**, a high-throughput consensus layer tailored for stablecoin flows * **Stablecoin Transfers** — Track USDT transactions across the network, from retail payments to institutional flows. * **Active Wallets & Adoption** — Monitor the number of users engaging with Plasma’s payment rails and how adoption grows over time. * **TVL and Liquidity** — Track the $2.5B+ stablecoin base and how liquidity is distributed across applications. * [Get started with Plasma data](https://docs.dune.com/data-catalog/evm/plasma/overview) * [How to create Dune Dashboards](https://docs.dune.com/home) * [Use Sim API](https://sim.dune.com/) for developers The data must flow! 🚀 Contents [Explore Careers](https://dune.com/careers) Contents [Want to join Dune?\ \ Explore Careers](https://dune.com/careers) Join our newsletter: #### Related [VIEW ALL](https://dune.com/blog) [The 2025 Multichain Report\ \ Growth and milestones across 35+ blockchains, from Ethereum L2s to emerging L1s.\ \ RESEARCH\ \ DEC 22, 2025\ \ ![The 2025 Multichain Report](https://cdn.sanity.io/images/fox336rh/production/b2476ac54cc345c28d385f5b64c41de08cf00df7-1200x675.png)](https://dune.com/2025-multichain-report) [MegaETH Is Now Live on Dune\ \ A new class of blockchain — the first real-time, Web2-speed EVM chain — is now fully transparent and queryable on Dune.\ \ NEWS\ \ DEC 18, 2025\ \ ![MegaETH Is Now Live on Dune](https://cdn.sanity.io/images/fox336rh/production/b7d46a45915baec27fc7a3d4a27d956b3ffbd1bd-2800x1574.png)](https://dune.com/blog/megaeth-is-now-live-on-dune) [Prediction Markets: The Next Frontier of Financial Markets\ \ Dune and Keyrock teamed up to produce the most comprehensive study of prediction markets yet. This article summarizes the core ideas, trends, and takeaways.\ \ RESEARCH\ \ DEC 16, 2025\ \ ![Prediction Markets: The Next Frontier of Financial Markets](https://cdn.sanity.io/images/fox336rh/production/b7d166d39f5b6a16184514593c5d9b4cb5fc217d-1200x675.webp)](https://dune.com/blog/prediction-markets-the-next-frontier-of-financial-markets) Make real impact with onchain data ---------------------------------- [JOIN US](https://dune.com/careers) Dune © Dune 2025 Dune [Analytics Hub](https://dune.com/analytics-hub) [APIs & Connectors](https://dune.com/apis-and-connectors) [Datashare](https://dune.com/datashare) [Catalyst](https://dune.com/catalyst) [Enterprise](https://dune.com/enterprise) [Chains](https://dune.com/discover/blockchains/trending) [Data Catalog](https://docs.dune.com/data-catalog/overview) [Pricing](https://dune.com/pricing) Sim [API](https://sim.dune.com/api) [Subscriptions](https://sim.dune.com/subscriptions) [Chains](https://sim.dune.com/chains) [Case Studies](https://sim.dune.com/case-studies) [Docs](https://docs.sim.dune.com/) [Enterprise](https://sim.dune.com/enterprise) [Pricing](https://sim.dune.com/pricing) Resources [Case Studies](https://dune.com/case-studies) [Documentation](https://docs.dune.com/) [Content Hub](https://dune.com/blog) [Hire an expert](https://dune.com/hire-an-expert) [Give us feedback](https://dune.com/feedback) Company [About](https://dune.com/about) [Careers](https://dune.com/careers) [DuneCon](https://dune.com/dunecon) [Events](https://dune.com/events) [Press Room](https://dune.com/press) [Newsletter](https://dune.com/email-signup) [Brand Hub](https://dune.com/brand) [Dune Merch](https://dune.com/lookbook) Dune © Dune 2025 Dune Sim Resources Company Looking to use Dune for your company? [Contact us](https://dune.com/enterprise#contact-form) [Terms of Service](https://dune.com/terms) [Privacy Policy](https://dune.com/privacy) [System Status](https://status.dune.com/) [](https://x.com/dune) [](https://www.linkedin.com/company/dune-analytics/posts/?feedView=all) [](https://discord.com/invite/ErrzwBz) [](https://www.youtube.com/channel/UCPrm9d2hLd_YxSExH7oRyAg) [](https://github.com/duneanalytics) [](https://warpcast.com/dune.eth) [](https://t.me/+AKj_zCUN-aJhOTdk) ---