Best On-Chain Intelligence Tools: Nansen, Arkham, Bubblemaps & AYZO

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

Quick decision guide

There is no single best on-chain intelligence platform for every investigation. The better starting point depends on the question you need to answer.

Primary need	Good starting point	Why
Smart Money, wallet labels and trading intelligence	Nansen	Nansen is built around labeled wallets, Smart Money research and behavioral or performance-oriented wallet intelligence.
Entity attribution and labeled fund flows	Arkham	Arkham emphasizes entity labels, address attribution and fund-flow intelligence across its Intel products.
Visual holder and wallet-cluster exploration	Bubblemaps	Bubblemaps makes token distribution and wallet connections visual, with tools such as Magic Nodes and Time Travel.
Evidence-first token and wallet investigation	AYZO	AYZO is designed to connect supported wallet, funding, holder and transaction evidence while exposing coverage limits and separating observation from inference.

AYZO is not positioned as a replacement for every workflow. Use the tool that best fits the question. AYZO's focus is a simpler evidence-first investigation path where the underlying evidence and its limitations matter more than a single verdict.

Current product references: Nansen Labels & Watchlists, Arkham Intel API, Bubblemaps V2 documentation, and AYZO Methodology. Product capabilities can change over time.

Investigate the evidence in AYZO

AYZO Hub supports 22 networks and currently includes 3 free analyses every 24 hours. Evidence layers and coverage can vary by network and provider.

Open AYZO Hub ↗