The verdict
Arkham appears in 1 AI-ranked category — best position #4 for onchain analytics platform.
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 Arkham falls short, per the models
- GPT Attribution is probabilistic and comparatively opaque, making it unsuitable as the sole evidence source for high-stakes research.
- 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.
- Grok thinner on aggregated metrics/dashboards, more forensic than broad market analytics.
Poll history — #4 in all 2 polls since Jul 14
#4 → #4
Top alternatives per the models: Dune · Nansen · Glassnode · DefiLlama
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Boards re-poll weekly and the models change their minds. One short email only when Arkham's standing moves — a rank change, a rival overtaking, or new reasoning from the models. Nothing otherwise.
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Arkham ranks #4 for best onchain analytics platform by AI-model consensus. Put the badge in your README, docs or site — it updates automatically as the models re-rank.
[](https://modelsagree.com/best/best-onchain-analytics-platform?utm_source=badge&utm_medium=embed&utm_campaign=badge-arkham)<a href="https://modelsagree.com/best/best-onchain-analytics-platform?utm_source=badge&utm_medium=embed&utm_campaign=badge-arkham"><img src="https://modelsagree.com/badge/arkham.svg" alt="Arkham — ranked #4 for Best onchain analytics platform by AI models on ModelsAgree" height="28"></a>Rankings are computed from what the models answer, re-polled on demand · raw reasoning shown verbatim · methodology