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Dune Analytics

  • What it is:Dune Analytics is a community-driven blockchain data platform that organizes, decodes, and visualizes on-chain crypto data across 60+ blockchains in human-readable dashboards.
  • Best for:Blockchain analysts and crypto researchers, Web3 teams and projects, Data teams needing query flexibility
  • Pricing:Starting from $0/month
  • Rating:82/100Very Good
  • Expert's conclusion:Dune Analytics is the essential infrastructure for Web3 data analysis, offering the most comprehensive multichain coverage, largest analyst community, and flexible pricing from free tier to enterprise — making it the de facto standard for on-chain analytics.
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Reviewed byMaxim Manylov·Web3 Engineer & Serial Founder

What Is Dune Analytics and What Does It Do?

Beginning with Text 1: Dune Analytics is a community-driven, open-source blockchain data platform that provides users with the ability to build and deploy their own dashboards, which are built on top of Ethereum and blockchain smart contracts. Dune Analytics was created by Fredrik Haga and Mats Olsen. The platform allows developers to have community-driven access to on-chain analytics through a community-driven model, allowing them to build, share, and collaborate on their data analysis.

Active
📍Oslo, Norway
📅Founded 2018
🏢Private
TARGET SEGMENTS
Crypto TradersDeFi DevelopersBlockchain ResearchersData AnalystsToken Projects

What Are Dune Analytics's Key Business Metrics?

📊
$1 billion+
Valuation
📊
$69.4 million
Series B Funding
📊
Thousands
Community Contributors

How Credible and Trustworthy Is Dune Analytics?

82/100
Good

Text 2: Dune Analytics has demonstrated its high level of credibility through the fact it is an established "unicorn" (a privately held startup company valued at over $1 billion) and is supported by significant funding; rapid growth, from a two-person boot-strapped team; and through the depth of community involvement within the cryptocurrency ecosystem.

BREAKDOWN
Product Maturity85/100
Company Stability85/100
Security & Compliance75/100
User Reviews80/100
Transparency88/100
Support Quality78/100
TRUST SIGNALS
Achieved unicorn status ($1B+ valuation) in 3 years from two-founder bootstrapped startupSeries B funding led by Coatue with participation from Multicoin Capital and Dragonfly CapitalGlobal user base with thousands of active community members creating dashboardsZero paid marketing - 100% organic growth through word-of-mouthOpen, transparent platform built on publicly accessible blockchain data

What is the history of Dune Analytics and its key milestones?

2018

Company Founded

Text 3: Fredrik Haga and Mats Olsen began Dune Analytics in Oslo, Norway. It initially involved cleaning up Ethereum data for one paying customer while the two-man team worked without a salary.

2018

Pre-seed Funding

Text 4: The founders eventually obtained their first pre-seed round after several months of hard work and rejection to continue developing the platform.

2020

Series A Funding & Major Pivot

Text 5: During the DeFi Summer boom, Dune secured its Series A funding and carried out a bold rebuild of the platform from scratch. In addition, the company pivoted from providing closed analytics to an open, community driven model where anyone could create and share blockchain data dashboards.

2021

Series B & Unicorn Status

Text 6: Dune became a unicorn when it received its Series B funding, increasing the size of the team from 16 to 50+ employees and expanding both product capabilities and market reach.

2021

First DuneCon Event

Text 7: Dune hosted the first-ever Dune Community Conference in Berlin, further reinforcing the community-first nature of the platform.

2022

Series B Capital Raise

Text 8: In addition, Dune Analytics announced it had raised $69.4 million in Series B funding, led by hedge fund giant Coatue, and also included participation from previous investors such as Multicoin Capital and Dragonfly Capital.

Who Are the Key Executives Behind Dune Analytics?

Fredrik Haga— Co-founder & CEO
Text 9: Haga is a native of Norway and earned his degree in Economics from the University of Sydney and UC Berkeley. He discovered Bitcoin prior to creating Dune and realized there was a connection between economics and technology.
Mats Olsen— Co-founder & CTO
Text 10: Olsen is the CTO and Co-Founder of Dune Analytics. Olsen is an expert in designing blockchain data architectures and indexes, and he pioneered large-scale decoding of blockchain data.
Hannah Curtis— Director of Product Management
Text 11: Larsen leads product strategy and development at Dune Analytics.

What Are the Key Features of Dune Analytics?

✨
Open Dashboard Creation
Anyone can build, run, and share interactive dashboards that explore and evaluate data from Ethereum and other blockchain smart contracts without having to write code and/or be limited by which platform they use.
✨
Public Data Accessibility
Uses the public and open-source nature of blockchain data, allowing users to view, combine, and examine blockchain-based data (that is, "on chain" data) that is resistant to censorship and available to anyone.
✨
SQL Query Interface
Allows users to construct SQL queries against blockchain data automatically extracting the decoded bytecode into usable column formats thereby making the analysis of blockchain-based data available to all types of analysts.
✨
Community Dashboard Library
Thousands of user-created dashboards focused on a variety of DeFi-related topics including data on DEX trading volume, NFTs, token metrics, emerging trends in the cryptocurrency space, and many others are being shared among the community.
✨
Blockchain Data Indexing
A proprietary indexing system that decodes and organizes data from Ethereum's smart contracts; resolving the fundamental constraint of using blockchains as read-optimized databases.
✨
Cross-Protocol Analysis
A single platform for evaluating data across multiple blockchain-based protocols and DeFi platforms; providing cross-platform comparisons of the entire blockchain ecosystem.
✨
Free Access Model
The core platform, and ability to create dashboards, are totally free; the financial sustainability of the company will come from offering additional, premium services and/or enterprise solutions.

What Technology Stack and Infrastructure Does Dune Analytics Use?

Infrastructure

Distributed indexing infrastructure for blockchain data processing and storage

Technologies

PostgreSQLPythonAPIsBytecode decoding

Integrations

EthereumMultiple blockchain protocolsWeb interfaceAPI access for dashboards

AI/ML Capabilities

Platform focuses on data organization and accessibility rather than AI/ML capabilities; uses automated bytecode-to-column translation for developer accessibility

Based on founder interviews and platform architecture descriptions from official sources

What Are the Best Use Cases for Dune Analytics?

DeFi Traders
Monitoring trading volume, liquidity pool metrics, token price movement and other metrics associated with DeFi based exchanges in real time to make informed decisions when trading
Blockchain Developers
Evaluating/analyzing smart contract data, user behavior and protocol performance to improve dApp design and find integration opportunities
Crypto Researchers & Analysts
Creating large-scale research dashboards focused on various aspects of market trends, protocol metrics, ecosystem health and emerging opportunity with open and transparent analysis that can be easily shared
Token Project Teams
Analyzing token distributions, holder metrics, trading patterns and community participation to assist in making strategic marketing and development decisions
Financial Institutions
Gaining institutional-quality insights into blockchain markets and DeFi protocols via publicly-verifiable, transparent data for assessing risk and for investment analysis Text Re-Write:
Data Engineers
Use SQL to access raw blockchain data and build your own custom applications, dashboards and analytics projects using standardized blockchain data.
NOT FORTraditional Finance Professionals
Limited in scope (i.e., only makes sense when you have a deep understanding of how blockchains are structured and how they operate), as it requires advanced knowledge of blockchain architecture, smart contracts and cryptocurrency marketplace structure which is vastly different than most traditional marketplaces.
NOT FORReal-time High-Frequency Trading
Inapplicable – Indexing and querying is not optimized for sub-second level decision making required for high frequency trading operations.
NOT FORPrivate On-chain Data Analysis
Inapplicable – This platform is fundamentally built upon the principle of transparent blockchain data for the public to use; therefore, this does not apply to private / proprietary data analysis.

How Much Does Dune Analytics Cost and What Plans Are Available?

Pricing information with service tiers, costs, and details
☐Service$CostℹDetails🔗Source
Free$0/month2,500 credits/month, 100MB storage, 3 concurrent queries, 1 private dashboard, 10 private queries, unlimited seatsOfficial pricing page
Analyst$45/month4,000 credits/month, 1GB storage, 5 concurrent queries, 5 private dashboards, 50 private queries, unlimited seatsOfficial pricing page
Plus$349/month25,000 credits/month, 15GB storage, 10 concurrent queries, 10 private dashboards, 100 private queries, unlimited seatsOfficial pricing page
Premium$849/month100,000 credits/month, 150GB storage, 30 concurrent queries, 100 private dashboards, 1,000 private queries, unlimited seatsOfficial pricing page
EnterpriseCustom quoteCustom credit allocation, favorable per-credit pricing, customized support, bulk data exports, pay with crypto optionOfficial pricing page
Extra Credits$0.030-$0.050 per creditFree: $0.050/credit, Analyst: $0.030/credit, Plus: $0.025/credit, Premium: $0.020/creditOfficial pricing page
Dune University Discount50% off all plansFor students and academics only, terms applyOfficial pricing page
Free$0/month
2,500 credits/month, 100MB storage, 3 concurrent queries, 1 private dashboard, 10 private queries, unlimited seats
Official pricing page
Analyst$45/month
4,000 credits/month, 1GB storage, 5 concurrent queries, 5 private dashboards, 50 private queries, unlimited seats
Official pricing page
Plus$349/month
25,000 credits/month, 15GB storage, 10 concurrent queries, 10 private dashboards, 100 private queries, unlimited seats
Official pricing page
Premium$849/month
100,000 credits/month, 150GB storage, 30 concurrent queries, 100 private dashboards, 1,000 private queries, unlimited seats
Official pricing page
EnterpriseCustom quote
Custom credit allocation, favorable per-credit pricing, customized support, bulk data exports, pay with crypto option
Official pricing page
Extra Credits$0.030-$0.050 per credit
Free: $0.050/credit, Analyst: $0.030/credit, Plus: $0.025/credit, Premium: $0.020/credit
Official pricing page
Dune University Discount50% off all plans
For students and academics only, terms apply
Official pricing page

Are There Usage Limits or Geographic Restrictions for Dune Analytics?

Query Execution Timeout
120 seconds (Free plan), longer with Medium/Large engine (10-20 credits)
Query Engine Size
Free: 0 credits (times out at 120s), Medium: 10 credits, Large: 20 credits
Data Export Limits
Free: 1,000 datapoints per credit, Plus: 5,000 datapoints per credit, Premium: 25,000 datapoints per credit
Monthly Credits
Free: 2,500, Analyst: 4,000, Plus: 25,000, Premium: 100,000
Concurrent SQL Queries
Free: 3, Analyst: 5, Plus: 10, Premium: 30
Total Data Storage
Free: 100MB, Analyst: 1GB, Plus: 15GB, Premium: 150GB
Private Dashboards
Free: 1, Analyst: 5, Plus: 10, Premium: 100
Private Queries
Free: 10, Analyst: 50, Plus: 100, Premium: 1,000
API Calls Per Minute
Free/Analyst: 40, Plus: 200, Premium: 1,000
Alerts
Free: 1, Analyst: 5, Plus: 5, Premium: 50
API Availability
Available on all plans including Free, but credits still apply. Free executions not supported via API.

Is Dune Analytics Secure and Compliant?

Usage-Based Pricing ModelCredits spent in proportion to actual resource consumption rather than fixed per-query charges, allowing larger queries to run longer with better timeouts
Query Cost ControlsUsers can set spending caps per query and configure overage spending limits to control costs
API IntegrationAPI included in all plans for programmatic query execution and data exports, with different credit rates by plan tier
Data Upload SupportPrivate data uploads supported; insert data via API costs 1 credit, create table via API costs 10 credits
Multiple Query Execution OptionsQuery execution available through web app (Medium/Large engine options) and API (Medium/Large engine options)
Team CollaborationUnlimited seats across all plans enabling team-based analytics and collaboration

Who Is Dune Analytics Best For?

Best For

  • Blockchain analysts and crypto researchers — Specialized for performing on-chain analytics across 100+ chains with large amount of blockchain specific tables and dashboards.
  • Web3 teams and projects — Supports native blockchain data via an API for automated reporting and can integrate with dbt-style connectors.
  • Data teams needing query flexibility — Pricing is usage based so that you will optimize your queries and support complex analytic workloads with longer time-outs.
  • Organizations requiring open collaboration — The ability to share your queries and dashboards publicly allows others to provide their insight and help build community knowledge.
  • Teams with budget constraints — While free with 2,500 credits per month, the Dune University provides a 50% discount for students and academia.
  • API-first automation users — There is a comprehensive API available across all levels that supports programmatically executing queries and exporting data.

Not Suitable For

  • Users needing traditional SQL databases — Suitable for blockchain data. Traditional business analytics should use something like Tableau or Looker.
  • Organizations without blockchain or crypto focus — Built for on-chain analytics. A general purpose analytics tool would be more suitable.
  • Users requiring real-time data guarantees — Credit-based model and timeout limitations may be unsuitable for low-latency critical applications.
  • Teams with minimal technical expertise — Requires knowledge of SQL and the underlying blockchain data structures. A low-code alternative may be more suitable.

What are the strengths and limitations of Dune Analytics?

Pros

  • Comprehensive blockchain data — covers 100+ chains with extensive curated tables specific to crypto and NFT analytics
  • Usage-based pricing fairness — small queries cost less, complex queries can run longer without fixed-rate penalty
  • Free tier is substantial — 2,500 credits/month enables real analytical work without upgrade pressure
  • Strong API support — available across all plans including Free tier for programmatic automation
  • Powerful query execution options — Medium (10 credits) and Large (20 credits) engines for different workload sizes
  • Team collaboration built-in — unlimited seats on all plans for cost-effective team sharing
  • Extensive pre-built dashboards — thousands of community-created queries and dashboards available for forking
  • Academic discounts — 50% off all plans for students and academics via Dune University

Cons

  • Crypto/blockchain-only focus — not suitable for traditional business analytics or non-blockchain use cases
  • Learning curve for SQL — requires SQL proficiency to build custom queries effectively
  • Query timeout restrictions — Free tier limited to 120 seconds, requiring paid engine upgrades for complex queries
  • Credit system complexity — different credit costs for different features (exports, API calls, query sizes) can be confusing
  • Pricing increase history — recent pricing changes with Analyst plan moving from $45 to $75/month for new users
  • Queuing behavior — concurrent query limits may cause bottlenecks for heavy analytical teams on lower tiers
  • Data freshness not specified — no clear documentation on blockchain data update frequency or latency

What Customer Support Options Does Dune Analytics Offer?

Channels
support@dune.com for general inquiries and technical issuesCommunity support available, #sim channel for Sim by Dune productReal-time communication and developer communitySupport ticket system for paid users24/7 direct access to Dune team for Enterprise customers
Specialized
Enterprise customers receive dedicated Slack channel with direct access to Dune team and Telegram support. Data support specialists available via simsupport@dune.com for Sim by Dune product.
Business Tier
Enterprise customers receive 24/7 dedicated Slack support channel for real-time communication with Dune team
Support Limitations
•Response time and SLA details not publicly specified for standard tiers
•Community support channels may have variable response times

What APIs and Integrations Does Dune Analytics Support?

Product
Sim by Dune - serverless developer platform for querying onchain data
API Type
RESTful API for querying multichain data
Chains Supported
60+ chains including Ethereum, Solana, Bitcoin, and many others
Authentication
API key-based authentication with usage tracking
Rate Limits
Monthly Compute Unit (CU) allowance based on plan; overage handling depends on plan tier
Documentation
Comprehensive at docs.dune.com and sim-dune.mintlify.app with API status monitoring
API Status
Real-time status and uptime history available for all Sim API endpoints
Use Cases
Query onchain data, build analytics dashboards, power Web3 applications, stream data integrations
Data Access
Access to 60+ decoded chains, 60K+ decoded contracts, 2K cross-chain tables, 1.5M crypto datasets

What Are Common Questions About Dune Analytics?

Dune Analytics is a collaborative multi-chain analytics platform that makes crypto data accessible. It allows users to query, visualize and share insights about on-chain activity across 100+ blockchain networks, and serves developers, analysts and investors.

Dune Provides Full Historical Data From 100+ Chains — Users can access over 750,000 community dashboards and insights, in addition to over 60,000 decoded contracts and 2,000 cross-chain tables, and adds 3TB of new data daily.

YES! SIM BY DUNE IS A SERVERLESS DEVELOPER PLATFORM THAT PROVIDES ACCESS TO REST API FOR QUERYING ON-CHAIN DATA ACROSS 60+ CHAINS WITH REAL-TIME MONITORING AND USAGE-BASED BILLING THROUGH COMPUTE UNITS.

Dunе offers 3 primary products: Core Analytics (individuals & teams to create dashboards); Sim (API platform for app builders); Catalyst (blockchain projects to share data); and Datashare (exporting 1.5 million datasets).

Dune provides a free tier for individual & small teams to create queries and dashboards. Enterprise customers receive customized solutions. Pricing by product tier and usage will vary; detailed pricing available on pricing page.

Support is available via email (support@dune.com); Discord community; Telegram; and Zendesk. Enterprise customers have 24/7 direct access to Dune team via Slack.

YES! Dune promotes sharing and collaboration! Dune users can publish dashboards to the entire 2+ million people in the crypto ecosystem, collaborate with teams and participate in a community of over 500,000 data analysts!

YES! Dune provides special support through its press and enterprise contact pages. Technical support for Sim by Dune is provided at simsupport@dune.com with dedicated assistance for data projects.

Is Dune Analytics Worth It?

Dune Analytics is the market leader in on-chain data analytics with unparalleled multichain coverage (100+ chains), the largest analyst community (500k+ users), and comprehensive data infrastructure (60K+ decoded contracts, 3TB daily updates). The platform serves the full spectrum from individuals to enterprises, offering both low-barrier entry points (free tier) and enterprise-grade solutions with dedicated support and infrastructure.

Recommended For

  • Blockchain developers building Web3 applications requiring on-chain data
  • DeFi analysts and researchers conducting protocol analysis
  • Investment firms conducting crypto due diligence and market research
  • Blockchain projects wanting to expose their ecosystem data
  • Enterprises requiring multichain data infrastructure with dedicated support
  • Community analysts creating public dashboards and insights

!
Use With Caution

  • Organizations with strict data residency requirements — verify Catalyst deployment options
  • Teams requiring specialized support for uncommon blockchains — not all 100+ chains equally prioritized
  • Projects needing guaranteed SLA commitments — confirm terms with Enterprise sales

Not Recommended For

  • Organizations seeking centralized finance data (Dune focuses exclusively on on-chain data)
  • Users uncomfortable with community-driven analytics (public dashboards by default)
Expert's Conclusion

Dune Analytics is the essential infrastructure for Web3 data analysis, offering the most comprehensive multichain coverage, largest analyst community, and flexible pricing from free tier to enterprise — making it the de facto standard for on-chain analytics.

Best For
Blockchain developers building Web3 applications requiring on-chain dataDeFi analysts and researchers conducting protocol analysisInvestment firms conducting crypto due diligence and market research

What do expert reviews and research say about Dune Analytics?

Key Findings

Dune Analytics is a well-established Web3 analytics platform that was founded in 2018 and funded by large-scale investors (February 2022 Series B funding led by Coatue and Union Square Ventures) with approximately 50 employees based in both European and U.S. time zones. The platform has experienced high levels of growth with over 500k analysts using the platform, over 6k Web3 teams using the platform's data, and millions of users that access the platform's data. In addition to its analytics platform, Dune offers two additional complementary platforms (Sim API, Catalyst) that serve different types of users (individuals through enterprises). 75.

Data Quality

Excellent — comprehensive public information from official website, documentation, press releases, and product pages. API capabilities verified through official developer documentation. Support structure confirmed through multiple official sources. Some enterprise pricing details require direct contact.

Risk Factors

!
Dune Analytics is focused solely on on-chain data and does not provide any centralized finance data coverage. 76.
!
Platform is driven by the community and therefore the quality of the data can vary greatly depending on the individual contributing the data. 77.
!
The rapid evolution of blockchain ecosystems will continue to be dynamic and will require ongoing updates to the data. 78.
!
There are many competitive players in this space that offer similar services and there are new alternatives being developed at a high rate. 79.
Last updated: January 2026

What Additional Information Is Available for Dune Analytics?

Community & Engagement

Dune has an active developer community across Discord (500k+ analysts in show-your-work channel) and Telegram. The platform encourages community participation by sharing exceptional analyst work on Twitter (@duneanalytics) and highlighting top contributors.

Product Ecosystem

Beyond core analytics, Dune offers Sim (developer API platform for app builders), Catalyst (blockchain data integration for projects), and Datashare (1.5M crypto datasets for export or streaming). This ecosystem allows different user segments to leverage Dune's data infrastructure.

Data Coverage & Quality

Dune provides industry-leading data with 100+ supported chains, 60K+ decoded contracts, 2K cross-chain tables, 3TB added daily, and full historical data. The platform is trusted by major industry players and recognized as having the most comprehensive dataset on the market.

Enterprise Solutions

Dune serves 6k+ Web3 teams including premier enterprises. Enterprise offerings include tailored solutions, 24/7 Slack support, and enterprise-grade SLAs. The company positioned itself as a strategic partner for blockchain projects and major Web3 organizations.

Developer Experience

The platform emphasizes developer-friendly tools including AI-powered query assistance (AI tools for natural language analysis and query generation), materialized views for data pipelines, scheduled queries, and serverless query execution through Sim.

Market Recognition

Dune is recognized as the industry standard for on-chain analytics, trusted by major figures including DeFi protocols, investment firms, and blockchain founders. Notable endorsements from leaders at Blockworks, Dragonfly, 1inch, and Solana Foundation.

What Are the Best Alternatives to Dune Analytics?

  • •
    Etherscan: Blockchain Explorer focused primarily on providing information regarding Ethereum and Layer 2 networks. Offers free viewing of transactions and smart contracts but does not provide advanced analytics nor multichain support. Suitable for basic lookups and verifying transactions rather than for comprehensive analysis. (etherscan.io)
  • •
    The Graph (Subgraphs): A decentralized indexing protocol for blockchain data that provides GraphQL APIs and requires users to define and deploy their own subgraphs to collect the necessary data. More technical and flexible than Dune but offers less comprehensive coverage of blockchain data. Suitable for developers creating their own custom indexes of blockchain data for a particular protocol. (thegraph.com)
  • •
    Flipside Crypto: A competing on-chain analytics dashboard service and provides access to its API. Has a very similar position to Dune as it is multi-chain and has an active community of analysts. Smaller community than Dune but has similar features. Good for teams that want an alternative to Dune with similar capabilities. (flipsidecrypto.com)
  • •
    Messari: An intelligence platform that combines both on-chain and off-chain data. Focused on providing institutional level research reports and dashboards for research use. Research focused, therefore higher price point than others listed above. For institutional investors looking for high-quality, professional level crypto analysis and reports. (messari.io)
  • •
    Glassnode: An on-chain analytics dashboard that specializes in Institutional grade data for Bitcoin, Ethereum, and major tokens. Provides institutional-level market metrics and on-chain indicators for making investment decisions. Less comprehensive than Dune but more specialized than most other options. Best for traders/investors who are looking to analyze specific metrics. (glassnode.com)

What Are Dune Analytics's Analytics Coverage?

100+
Supported Chains
Ethereum, Solana, Avalanche, NEAR
Layer 1 Networks
Arbitrum, Optimism, Polygon, zkSync
Layer 2 Solutions
60+ chains
Echo API Support
Real-time
Data Refresh Rate

What Supported Blockchains Does Dune Analytics Support?

EthereumSolanaAvalancheArbitrumPolygonOptimismzkSyncNEARPolkadotRoninShapeFuelLensSomniaopBNBNoblePlumeTHORChain

What Analytics and Reporting Features Does Dune Analytics Offer?

SQL-Based Querying

Allows users to query on-chain data via SQL in order to create custom analysis

Community Dashboards

Allows users to build and share interactive dashboards across all blockchains that the service supports

Cross-Chain Analytics

Allows users to analyze the relationships and dependencies between different blockchain networks

Real-Time Data Access

Users have access to real-time on-chain transaction data and metrics

Dune Agent

The service includes an AI powered chatbot for users to be able to ask questions about their data and for users to build queries using natural language

Echo API

The service includes a developer-focused API for users to build applications that can interact with multiple blockchains

No-Code Query Builder

Includes an AI powered tool for non-technical users to pull insights from their data

What Is Dune Analytics's Data Quality?

Data Sources
On-chain transaction data across 100+ blockchains
Update Frequency
Real-time
Historical Coverage
Full blockchain history
Query Capability
SQL-based with community contributions
Coverage Focus
Layer 1s, Layer 2s, Appchains, and emerging networks

What Platform Users Does Dune Analytics Support?

DeFi ProtocolsDevelopersData AnalystsTrading FirmsProtocol TeamsDAOsExchangesLayer3UniswapCoinbase

Analytics Capabilities

Monthly Users
1 million+
Query Types
Transaction volumes, smart contract interactions, user engagement metrics, cross-chain activity, asset flows, liquidity dynamics
Customization
Community-built dashboards and custom queries
API Availability
Echo API for developer integration
Accessibility
Dune Agent for simplified data discovery

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