Best onchain analytics platform
4 models · updated 2026-07-15
The verdict
Dune leads — 3 of 4 models rank Dune the top pick.
Not unanimous: ChatGPT picks Nansen.
As of 2026-07-15, ChatGPT, Claude, Gemini and Grok collectively rank Dune #1 for onchain analytics platform on ModelsAgree by aggregate score. The models' case: The deepest and broadest queryable blockchain dataset available — SQL access to decoded data across 50+ chains, a massive library of community dashboards that answers. The models' main caveat: Getting real value requires SQL fluency and query-auditing skepticism — non-technical traders who won't write or vet queries are leaning on community. The strongest alternative is Nansen — Best overall blend of multichain wallet labeling, Smart Money tracking, token flows, holdings, PnL, alerts, and research-ready APIs. Not unanimous: ChatGPT picks Nansen. Source: https://modelsagree.com/best/best-onchain-analytics-platform (modelsagree.com, CC BY 4.0).
Combined ranking
- 1GPT #2Claude #1Gemini #1Grok #1
The deepest and broadest queryable blockchain dataset available — SQL access to decoded data across 50+ chains, a massive library of community dashboards that answers most questions before you write a query, and a generous free tier; it serves researchers natively and traders via shared dashboards, making it the best default for the widest slice of this audience (near-tie with Nansen for #1 — Dune wins on flexibility and breadth, Nansen on out-of-the-box trader signal).
+ model takes & fixes− hide details
Claude The deepest and broadest queryable blockchain dataset available — SQL access to decoded data across 50+ chains, a massive library of community dashboards that answers most questions before you write a query, and a generous free tier; it serves researchers natively and traders via shared dashboards, making it the best default for the widest slice of this audience (near-tie with Nansen for #1 — Dune wins on flexibility and breadth, Nansen on out-of-the-box trader signal).
Gemini Unmatched flexibility for custom query creation and dashboard building via SQL across dozens of chains, backed by a massive community-contributed library of dashboards and decoded contracts.
Grok unmatched flexibility for custom SQL queries/dashboards across 100+ chains, vast community dashboards, open-source ethos enabling deep protocol/researcher analysis, real-time data access via APIs/DataShare; assumption: typical practitioner values customizable insight over pre-built signals.
GPT Near-tied with Nansen and the strongest choice for researchers who need transparent, reproducible analysis: extensive decoded multichain data, flexible SQL, community queries, dashboards, APIs, and data pipelines.
Where it falls shortper GPT It demands SQL and blockchain-data fluency, so it is slower than packaged platforms for immediate trading signals.
per Claude Getting real value requires SQL fluency and query-auditing skepticism — non-technical traders who won't write or vet queries are leaning on community dashboards of uneven quality and freshness.
per Gemini High barrier to entry requiring SQL proficiency to build or modify queries, with slow execution speeds for complex datasets.
per Grok steep learning curve for non-technical users, requires SQL proficiency and time investment.
- 2GPT #1Claude #2Gemini #2Grok #2
Best overall blend of multichain wallet labeling, Smart Money tracking, token flows, holdings, PnL, alerts, and research-ready APIs; it turns raw activity into actionable trader intelligence across major EVM and non-EVM chains.
+ model takes & fixes− hide details
GPT Best overall blend of multichain wallet labeling, Smart Money tracking, token flows, holdings, PnL, alerts, and research-ready APIs; it turns raw activity into actionable trader intelligence across major EVM and non-EVM chains.
Claude Best actionable signal per minute for active traders — its wallet-labeling engine (Smart Money flows, exchange and fund wallets, token-god-mode) turns raw chain data into who-is-buying-what in near real time across major EVM chains and Solana, with alerting that fits an actual trading workflow.
Gemini Best-in-class wallet labeling and entity profiling that allows traders to track "Smart Money" flows, new token deployments, and whale accumulation in near-real-time.
Grok superior wallet labeling, smart money tracking, capital flow visibility across ecosystems, real-time alerts for traders spotting rotations/whales; proven edge in DeFi/NFT narrative plays.
Where it falls shortper GPT Premium pricing limits its value for casual users, and its proprietary labels cannot always be independently audited.
per Claude Expensive for what casual users extract, and its labels are a black box you can't audit — researchers needing reproducible methodology or long-tail chain coverage will hit walls.
per Gemini High subscription costs for full access and reliance on proprietary, closed-source labeling heuristics that cannot be independently audited.
per Grok expensive paid tiers, less depth on macro fundamentals vs. Glassnode.
- 3GPT #3Claude #3Gemini #3Grok #3
Exceptional curated time-series research, especially for Bitcoin and major assets, with mature entity-adjusted metrics, market and derivatives data, historical depth, Workbench, and consistently defined indicators.
+ model takes & fixes− hide details
GPT Exceptional curated time-series research, especially for Bitcoin and major assets, with mature entity-adjusted metrics, market and derivatives data, historical depth, Workbench, and consistently defined indicators.
Claude The reference standard for macro on-chain market intelligence on Bitcoin and Ethereum — rigorously documented metrics (SOPR, realized cap, cohort supply, MVRV) with long clean histories, an API, and methodology transparency that makes it the default citation for on-chain market-cycle research.
Gemini The premier platform for macro market intelligence and cycle indicators (e.g., UTXO analysis, realized cap, exchange flows) for Bitcoin and Ethereum, highly trusted by institutional researchers.
Grok gold-standard on-chain metrics (esp. BTC/ETH macro cycles, realized cap, supply dynamics), clean visualizations, trusted by institutions for cycle timing and market health; strong research reports.
Where it falls shortper GPT Broad asset listings do not equal equally deep onchain coverage, and serious API access is costly.
per Claude Depth is concentrated in BTC/ETH market metrics — it's weak for DeFi, long-tail tokens, and entity-level tracing, and the metrics tiers that matter are paywalled at institutional-leaning prices.
per Gemini Limited coverage of altcoins, layer 2s, and complex decentralized applications, focusing almost exclusively on base-layer network health.
per Grok narrower multi-chain coverage and entity-level detail compared to Nansen/Arkham.
- 4GPT #4Claude #4Gemini —Grok #4
Powerful entity-centric investigation through address attribution, transaction tracing, portfolio views, alerts, and visual fund-flow analysis; particularly useful for following whales, funds, exchanges, and counterparties.
+ model takes & fixes− hide details
GPT Powerful entity-centric investigation through address attribution, transaction tracing, portfolio views, alerts, and visual fund-flow analysis; particularly useful for following whales, funds, exchanges, and counterparties.
Claude The strongest free entity-level intelligence — deanonymized labels tying addresses to funds, exchanges, market makers, and governments, plus visual tracing and alerting that made it the go-to for following specific actors' flows; at zero cost it delivers a large share of what Nansen charges for.
Grok best-in-class entity de-anonymization via bounties/labels, intuitive explorer for tracing flows/funds, actionable for traders investigating specific actors/news events.
Where it falls shortper GPT Attribution is probabilistic and comparatively opaque, making it unsuitable as the sole evidence source for high-stakes research.
per Claude Label accuracy is unaudited and occasionally wrong in high-stakes ways, and it offers little for aggregate/statistical analysis — it's an actor-tracking tool, not a metrics platform.
per Grok thinner on aggregated metrics/dashboards, more forensic than broad market analytics.
- 5GPT #5Claude #5Gemini #4Grok —
The most comprehensive, free, and open-source directory for DeFi-specific metrics, tracking TVL, yields, token unlocks, and protocols across virtually all active blockchains.
+ model takes & fixes− hide details
Gemini The most comprehensive, free, and open-source directory for DeFi-specific metrics, tracking TVL, yields, token unlocks, and protocols across virtually all active blockchains.
GPT Outstanding practical value through broad, frequently updated coverage of TVL, fees, revenue, yields, stablecoins, bridges, DEX volume, derivatives, unlocks, and thousands of protocols, with substantial free access.
Claude The most trusted open dataset in crypto for protocol fundamentals — TVL, fees, revenue, volumes, stablecoins, and yields across essentially every chain, methodology in an open-source repo anyone can audit, free with no login; researchers and traders alike treat it as ground truth for DeFi comparisons.
Where it falls shortper GPT It emphasizes aggregated protocol fundamentals rather than wallet-level forensics or arbitrary transaction-level analysis.
per Claude Aggregate protocol-level data only — no wallet-level, transaction-level, or custom-query capability, so it complements rather than replaces a real analytics platform.
per Gemini Reliance on crowdsourced community integrations can lead to temporary data discrepancies or delayed updates for complex protocol metrics.
- 6GPT —Claude —Gemini #5Grok —
High-fidelity, low-latency data on centralized exchange flows, miner behavior, and derivative market metrics, providing critical inputs for short-to-medium-term traders.
+ model takes & fixes− hide details
Gemini High-fidelity, low-latency data on centralized exchange flows, miner behavior, and derivative market metrics, providing critical inputs for short-to-medium-term traders.
Where it falls shortper Gemini Primarily optimized for macro flows and base-layer networks, offering minimal insights into specific smart contract interactions or DeFi sectors.
- 7GPT —Claude —Gemini —Grok #5
strong fundamentals-focused revenue/TVL/metrics for protocols, standardized financial data aiding valuation/research; complements others for project-level due diligence.
+ model takes & fixes− hide details
Grok strong fundamentals-focused revenue/TVL/metrics for protocols, standardized financial data aiding valuation/research; complements others for project-level due diligence.
Where it falls shortper Grok less real-time trading signals or wallet intelligence.
Rank history
Just missed the top 5
GPT Token Terminal — excellent standardized protocol financials, but narrower and less flexible than Dune or DefiLlama · Allium — strong institutional blockchain data infrastructure, but less useful as a ready-made analytics workspace for the typical individual trader or researcher
Claude Messari — excellent research reports and standardized protocol metrics, but it's a research publisher more than an analytics platform — less hands-on data access per dollar than the top five
Gemini Arkham — Provides excellent wallet forensics and visual transaction profiling for free, but lacks the structured macro metrics of Glassnode or the comprehensive protocol analytics of DeFiLlama · Token Terminal — Offers valuable standardized financial metrics like P/E ratios for crypto, but lacks the raw custom querying capabilities of Dune or the deep real-time wallet tracking of Nansen
Grok CryptoQuant — strong exchange flows/BTC signals but overlaps heavily with Glassnode/Nansen without clear superiority
By model
ChatGPT
- 1.Nansen
- 2.Dune
- 3.Glassnode
- 4.Arkham
- 5.DefiLlama
Claude
- 1.Dune
- 2.Nansen
- 3.Glassnode
- 4.Arkham
- 5.DefiLlama
Gemini
- 1.Dune
- 2.Nansen
- 3.Glassnode
- 4.DefiLlama
- 5.CryptoQuant
Grok
- 1.Dune
- 2.Nansen
- 3.Glassnode
- 4.Arkham
- 5.Token Terminal
Common questions
What is the best onchain analytics platform according to AI models?
Dune leads. 3 of 4 models rank Dune the top pick. The current top 3: Dune, Nansen, Glassnode. Ranked by asking ChatGPT, Claude, Gemini, Grok the same buying question and merging their top-5 picks, updated 2026-07-15. Source: modelsagree.com.
Which onchain analytics platform did each AI model pick first?
ChatGPT: Nansen. Claude: Dune. Gemini: Dune. Grok: Dune.
Do the AI models agree on the best onchain analytics platform?
Not unanimous. ChatGPT picks Nansen.
What changed in the latest onchain analytics platform ranking?
In the latest poll (2026-07-15): Token Terminal entered the ranking. The models are re-polled on demand, so this ranking moves.
How is this onchain analytics platform ranking made?
ChatGPT, Claude, Gemini, Grok are each asked the same buying question in a fresh session with no system steering. Their top-5 answers are merged (rank 1 = 5 pts … rank 5 = 1 pt) into the consensus ranking, re-polled on demand and tracked over time.
More on how polling works: full methodology →
Cite this ranking
ModelsAgree, “Best onchain analytics platform” — merged ranking from ChatGPT, Claude, Gemini & Grok, polled 2026-07-15. https://modelsagree.com/best/best-onchain-analytics-platform (CC BY 4.0)
Tracked by ModelsAgree · rank 1 = 5 pts … rank 5 = 1 pt · re-polled on demand