On-chain intelligence tools serve different jobs
The category now spans entity attribution, Smart Money trading intelligence, visual token clustering and evidence-oriented investigation.
| Tool | Core strength | Best fit |
|---|---|---|
| Nansen | Wallet labels, Smart Money analytics and integrated trading context | Traders and funds focused on labeled-wallet signals and flows |
| Arkham | Entity attribution, address labels, fund flows and API intelligence | Entity-centric investigations and professional data workflows |
| Bubblemaps | Visual distribution, wallet clusters and historical exploration | Researchers who prefer an intuitive visual map |
| AYZO | Simple evidence-first token/wallet investigation with explicit coverage | Users who want relationships, funding and limitations explained clearly |
Choose Nansen when Smart Money and trading intelligence are central
Nansen currently emphasizes 500M+ labeled addresses, wallet PnL, capital flows and trading workflows.
Choose Arkham when entity attribution is central
Arkham is particularly strong in address/entity labels, fund-flow tracing, explorer workflows and API data.
Choose Bubblemaps when visual clustering is central
Bubblemaps has a purpose-built visual workflow for token distribution and clusters.
Choose AYZO when you want a simpler evidence trail
AYZO's current differentiation is a simpler token, wallet, relationship and funding workflow with explicit coverage limitations.
AYZO is early. The goal is to explain a genuinely different investigation model, not claim superiority where it has not been earned.
Reference sources
Investigate the evidence in AYZO
AYZO Hub Alpha supports 14 networks and currently includes 3 free analyses every 24 hours. Evidence layers and coverage can vary by network and provider.