On-chain data is the lifeblood of crypto investing – but most people assume you need to write complex SQL queries to access it. That's no longer true. Dune Analytics has democratised blockchain data, offering hundreds of free, community-built dashboards that anyone can read. In this guide, you'll learn exactly how to use Dune in 2026, which dashboards deliver the most actionable insights for Bitcoin, Ethereum, DeFi, and NFTs, and how to interpret the numbers without touching a single line of code.
- What Is Dune Analytics and Why It Matters in 2026
- Getting Started: No SQL Required
- Top Bitcoin Dashboards: Exchange Flows, Whale Wallets, and Miner Activity
- Ethereum Dashboards: Gas Usage, Staking Deposits, and Protocol Activity
- DeFi Dashboards: Liquidity, Protocol Revenue, and Token Distribution
- NFT Dashboards: Wash Trading Detection, Floor Prices, and Holder Analytics
- How to Interpret Key On-Chain Metrics Without Getting Lost
- Pro Tips: Combining Dune with Other Tools
- Case Studies: How Researchers Use Dune to Spot Market Trends
- Frequently Asked Questions
What Is Dune Analytics and Why It Matters in 2026
Dune Analytics is a cloud-based platform that allows anyone to query, visualise, and share on-chain blockchain data. Unlike block explorers (like Etherscan) that show individual transactions, Dune aggregates data across thousands of transactions, contracts, and wallets to reveal macro trends. In 2026, Dune supports over 35 blockchains including Ethereum, Bitcoin (via indexers), Solana, Polygon, Arbitrum, Optimism, Base, BNB Chain, and many EVM-compatible networks.
The platform's core value proposition is simple: raw blockchain data is messy and huge. Dune cleans, organises, and presents it in structured tables that community members then query (using SQL) to build dashboards. But as a reader, you never need to write SQL – you just navigate to a dashboard and interpret the charts, tables, and metrics that others have already built.
Why Dune > Block Explorers
Etherscan shows you one transaction at a time. Dune shows you total exchange inflows over 6 months, the distribution of DeFi TVL across protocols, or the number of new wallet addresses created daily. It's the difference between looking at a single pixel and seeing the whole picture.
For a deeper understanding of on-chain analysis, we recommend our On-Chain Analysis for Crypto Investors guide which covers key metrics like MVRV, SOPR, and exchange net flow.
Getting Started: No SQL Required
If you've never used Dune before, follow these steps (no account needed to view dashboards, but a free account lets you save favourites and fork queries):
- Step 1: Go to dune.com and click "Explore" – you'll see a feed of popular dashboards.
- Step 2: Use the search bar to find a specific blockchain, protocol, or metric (e.g., "Bitcoin exchange inflows", "Uniswap v3 fees", "Arbitrum daily active addresses").
- Step 3: Click on any dashboard. Most dashboards have a description, a last-updated timestamp, and a series of charts and tables.
- Step 4: Hover over any chart element to see exact values. Many dashboards have filters (time range, token, protocol) – use them to customise the view.
That's it. You're now reading on-chain data like a crypto researcher. No SQL, no coding, no data engineering.
For those who want to eventually write their own queries, Dune provides a free learning environment with pre‑loaded datasets and a query editor. But this guide focuses purely on reading dashboards – the 95% use case for most investors and earners.
Top Bitcoin Dashboards: Exchange Flows, Whale Wallets, and Miner Activity
Bitcoin on-chain data is critical for understanding market cycles. Unlike Ethereum, Bitcoin's data is simpler (mostly transfers and UTXOs), but equally powerful. Here are the most useful Bitcoin dashboards on Dune in 2026 (all free, no SQL required):
📊 Essential Bitcoin Dashboards (2026)
| Dashboard Name | Key Metrics | Best For |
|---|---|---|
| Bitcoin Exchange Flows (by @21co) | Net flow into/out of exchanges, reserve balances, stablecoin ratio | Identifying accumulation vs distribution phases |
| Whale Wallet Monitor (by @hildobby) | Top 100 wallet balances, whale transactions >100 BTC, dormancy charts | Tracking large holder behaviour |
| Miner Activity Dashboard | Miner revenue (block rewards + fees), miner-to-exchange flows, hash rate estimates | Predicting miner selling pressure |
| Bitcoin Market Cycle Indicators | MVRV Z‑Score, Puell Multiple, SOPR, Realised HODL Waves | Cycle phase identification |
How to interpret exchange net flow: When Bitcoin net flow is negative (more BTC leaving exchanges than entering), it suggests holders are moving to self‑custody – often a bullish signal (accumulation). Positive net flow indicates coins being sent to exchanges, potentially for selling – a bearish indicator when sustained. In 2026, you can combine this with our Bitcoin Market Cycles guide for a complete framework.
This dashboard tracks the aggregate balance of the largest 100 Bitcoin wallets. A rising trend often correlates with institutional accumulation. In early 2026, these wallets increased holdings by 8% in Q1, preceding a 15% price move.
Ethereum Dashboards: Gas Usage, Staking Deposits, and Protocol Activity
Ethereum's rich ecosystem of smart contracts makes it the most analysed chain on Dune. Here are the dashboards you should bookmark:
🔥 Must‑Use Ethereum Dashboards
| Dashboard Name | Key Metrics | Best For |
|---|---|---|
| Ethereum Gas Tracker (by @gasninja) | Average gas price (gwei), daily gas usage by contract type, priority fees | Timing transactions, understanding network congestion |
| ETH Staking Dashboard | Total staked ETH, validator queue, liquid staking market share (Lido, Rocket Pool, Binance), withdrawal trends | Monitoring staking yield and centralisation risks |
| Layer 2 Activity (Arbitrum, Optimism, Base) | Daily active addresses, transaction counts, bridge volumes, gas savings vs L1 | Identifying which L2s are gaining traction |
| Ethereum NFT Marketplace Volume | Blur vs OpenSea volume, royalty enforcement, wash trading estimates | NFT market health and platform dominance |
One of the most powerful dashboards shows gas usage by contract type. If you see that Uniswap and other DEXs suddenly account for 40% of all gas, it signals high DeFi trading activity. Conversely, if NFT marketplace gas share collapses, it may indicate a cooling of that sector. In 2026, you can also monitor DeFi protocol metrics to understand which lending protocols are seeing the most usage.
Pro Metric: Daily Active Addresses (DAA)
DAA is a simple but powerful indicator of real usage. For Ethereum mainnet, DAA peaked in late 2021 at ~800k, dropped to ~350k in the bear market, and has recovered to ~550k in 2026. Layer 2 chains like Arbitrum now have higher DAA than Ethereum mainnet – a clear sign of the rollup-centric roadmap working.
DeFi Dashboards: Liquidity, Protocol Revenue, and Token Distribution
DeFi is where Dune truly shines. You can track everything from total value locked (TVL) to individual vault performance. Here are the top DeFi dashboards:
- DeFi Llama on Dune (by @defillama) – Aggregates TVL across all chains and protocols, with breakdowns by category (lending, DEX, bridge, yield).
- Aave Lending Dashboard – Shows total borrowed vs supplied, utilisation rates, liquidation events, and APY trends for each asset.
- Uniswap v3 Liquidity Provider Returns – Realised fee income vs impermanent loss across different price ranges and pools. Essential before providing liquidity.
- Curve Finance Gauge Voting Dashboard – Tracks CRV emissions, vote bribes, and pool APYs. Useful for yield farmers.
- EigenLayer Restaking Dashboard – Displays restaked ETH, AVS operator performance, and slashing events.
For a deeper understanding of DeFi yields, read our Yield Farming in 2026 and DeFiLlama guide – together with Dune, you'll have a complete DeFi research toolkit.
NFT Dashboards: Wash Trading Detection, Floor Prices, and Holder Analytics
NFT markets are notoriously opaque, but Dune dashboards have become the standard for cutting through the noise. The most valuable NFT dashboards in 2026 include:
- NFT Marketplace Volume & Royalties – Shows real volume (excluding wash trading) across Blur, OpenSea, Magic Eden, and LooksRare. Also tracks what percentage of sales actually pay creator royalties (down to ~25% on Blur).
- Wash Trading Detector (by @hildobby) – Identifies collections where the same wallet buys and sells the same NFT to fake volume. Essential for avoiding manipulated projects.
- Blue Chip NFT Dashboard (Punks, BAYC, Azuki) – Tracks floor prices, sales count, unique holders, and whale concentration.
- NFT Lending & Borrowing (NFTFi) – Metrics on BendDAO, NFTfi, and ParaSpace – loan volumes, liquidation risks, and APYs for lenders.
If you're considering investing in a new NFT collection, search Dune for that collection's name. Chances are someone has already built a dashboard showing its mint distribution, holder retention, and wash trading percentage. For a broader overview, see our NFT Investing in 2026 guide.
How to Interpret Key On-Chain Metrics Without Getting Lost
Even with beautiful dashboards, it's easy to misinterpret data. Here are five common metrics and what they actually mean:
📈 On-Chain Metric Cheat Sheet
| Metric | What It Shows | Common Mistake |
|---|---|---|
| Total Value Locked (TVL) | Amount of capital deposited in a protocol | TVL can be inflated by double-counting (same asset counted on multiple protocols via bridges). Always check "adjusted TVL" or cross‑reference with DeFiLlama. |
| Daily Active Addresses | Number of unique addresses that sent a transaction | One person can control many addresses. Also, airdrop farming inflates this metric. Combine with "new addresses" and "transaction count per address". |
| Exchange Net Flow | Bitcoin/ETH moving into/out of exchange wallets | Short‑term spikes often mislead. Use 7‑day moving average to see the trend. One large whale transfer can distort daily flow. |
| SOPR (Spent Output Profit Ratio) | Whether coins are being sold at a profit or loss | SOPR > 1 doesn't always mean "sell now". In bull markets, SOPR can stay above 1 for months. Use with MVRV to identify extremes. |
| Funding Rate (perpetuals) | Sentiment of futures traders (positive = long bias) | Extremely positive funding rates often precede liquidations. But moderate positive funding is normal in uptrends. |
For a complete lexicon of on-chain terms, refer to our Crypto Glossary 2026. And always combine Dune data with TradingView charts for a full technical + fundamental view.
Pro Tips: Combining Dune with Other Tools
To get the most out of Dune, integrate it with other platforms:
- DeFiLlama – For quick TVL comparisons across chains and protocols. Dune gives you custom queries, DeFiLlama gives you pre‑built aggregates.
- Nansen / Glassnode – For premium on-chain data (wallet labelling, smart money tracking). Dune is free but doesn't label entities as thoroughly.
- CoinGecko / CoinMarketCap – For price data, tokenomics, and market cap. Dune doesn't always have live prices.
- Dune API & alerts – Set up custom alerts (e.g., when exchange inflow exceeds a threshold) using the API. Advanced but powerful.
Also, follow the top Dune creators: @hildobby (wash trading, airdrops), @21co (Bitcoin metrics), @gasninja (gas & Ethereum), @rchen8 (DeFi analytics). Their dashboards are often the most reliable and frequently updated.
Case Studies: How Researchers Use Dune to Spot Market Trends
In August 2025, Bitcoin exchange net flow turned negative for 21 consecutive days – the longest streak since 2023. Combined with low SOPR (0.92) and MVRV Z‑Score below 0.5, on-chain analysts called a macro bottom. BTC rallied 78% over the next 4 months.
In early 2026, Dune dashboards showed Aave's TVL growing 40% while Compound's remained flat. The reason: Aave's launch on Base and Arbitrum attracted new users. Investors who rotated into Aave ahead of the trend outperformed.
A new NFT collection claimed $10M in volume in 48 hours. Dune's wash trading dashboard showed that 92% of volume came from a single wallet trading the same 3 NFTs back and forth. The floor price crashed 99% the next week. Always check Dune before buying.
For more real‑world applications, read our On-Chain Analysis guide and How to Research Altcoins – both rely heavily on Dune data.
Frequently Asked Questions
No. Dune offers a generous free tier that includes access to all public dashboards, the ability to fork queries, and limited query execution. Paid plans (Dune Pro) offer faster query times, private dashboards, and API access – but 95% of users never need them.
Dune indexes raw blockchain data directly from nodes, so the underlying transactions are accurate. However, dashboards are created by community members – some may contain errors in their SQL queries or misinterpretations. Always check the "last updated" timestamp and look for dashboards from verified creators (with high reputation scores). For mission-critical decisions, cross‑reference with a second source like Glassnode or DeFiLlama.
Yes, Dune's website is responsive and works on mobile browsers. However, complex dashboards with many charts can be slow. For mobile, use the "mobile view" toggle (if available) or focus on dashboards specifically designed for small screens. There's no native mobile app as of 2026, but the web experience is usable.
Dune supports 35+ chains including: Ethereum, Bitcoin (via Dune's Bitcoin indexer), Solana, Polygon, Arbitrum, Optimism, Base, BNB Chain, Avalanche C‑Chain, Gnosis Chain, Starknet, zkSync Era, Celo, Fantom, Harmony, Klaytn, Moonbeam, Moonriver, and many EVM‑compatible L2s. For a full list, see Dune's documentation.
Look for three signals: (1) Creator reputation – dashboards by @hildobby, @21co, @rchen8, @gasninja are industry‑standard. (2) Number of "stars" and "forks" – higher is better. (3) Recent update – avoid dashboards not updated in the last 7 days. Also, many official protocols (Aave, Uniswap, Lido) now maintain their own verified dashboards.
Dune is a research tool, not a crystal ball. It can help you identify projects with growing user bases, healthy tokenomics, and transparent teams – all positive signals. But no dashboard can predict price. Use Dune alongside fundamental analysis (see our How to Research Altcoins guide) and risk management (Crypto Risk Management).