WAMI Index
Trust layer for ERC-8004 wallets — methodology, pillars, and refresh strategy in depth.
Side panel: WAMI index statistics. ERC-8004 ecosystem data is on the portal home page.
WAMI in the ERC-8004 ecosystem
Every agent is controlled or registered by a wallet. The quality of that wallet directly impacts the agent’s credibility.
WAMI acts as a trust layer for wallets, complementing HUMI as the agent trust layer.
- •Automatic evaluation of owners before they interact with protocols, governance, or marketplaces.
- •Real-time risk assessment for wallets interacting with agents.
- •Integration with HUMI for full agent + wallet reputation.
Benefits of the WAMI Index
Instant trust decisions with a single number (0–100).
Risk reduction: suspicious funding origins, wash-trading, or unnatural activity.
Better agent reputation: high-WAMI owner wallets strengthen agent HUMI scores.
Transparent and auditable: every point backed by explainable on-chain data.
Scalable: updates automatically as new wallet activity is processed.
Business opportunities: scoring APIs, risk alerts, and advanced search filters.
Ecosystem standardization: common trust language for dApps and protocols.
WAMI + HUMI: complete reputation
WAMI evaluates the wallet; HUMI evaluates the agent. Together they answer: is the agent well-built and controlled by a trustworthy wallet?
Explore HUMI Index →Comparison with external indices
| Index / Oracle | Provider | Focus | Score range | Data used | Key advantage of WAMI |
|---|---|---|---|---|---|
| Nansen Wallet Score | Nansen | Wallet behavior & labels | 0–100 | Off-chain + on-chain analytics | WAMI is fully on-chain and native to ERC-8004 Agents |
| Arkham Intelligence | Arkham | Entity labeling & fund flows | Risk-based | On-chain + entity database | WAMI provides a single, simple 0–100 score with pillars |
| Chainalysis / TRM Labs | Chainalysis / TRM | Risk & compliance scoring | Risk tiers | On-chain + off-chain intel | WAMI is public, transparent, and Agent-specific |
| Dune / Community Dashboards | Open-source | Custom wallet metrics | Varies | On-chain queries | WAMI is standardized, real-time, and integrated with GSA |
| EigenLayer / Other DeFi Rep. | Various DeFi | Staking & restaking reputation | Varies | Protocol-specific activity | WAMI works across all chains and is Agent-owner focused |
Why WAMI stands out
- •Purpose-built for the ERC-8004 Agent ecosystem (most external tools are general-purpose).
- •Fully on-chain and transparent (no proprietary black-box models).
- •Integrated with HUMI for complete Agent + Owner reputation.
- •Data sourced directly from the blockchain (wallet activity via Alchemy, Moralis, and Zerion).
Data freshness and selective evaluation
WAMI prioritizes accuracy and efficiency: it selects which wallets to score and when to refresh each module, rather than recalculating everything constantly.
Which wallets are evaluated
- • Status “valid” or “monitoring” with an established start monitoring date.
- • Categorization by real activity level (growth, hyperactive, dormant, etc.).
- • Only wallets with meaningful on-chain history — no noise from irrelevant addresses.
How often each module is refreshed
- • Origins & legitimacy: foundational analysis once when the wallet first qualifies.
- • Recent flows, portfolio, and multi-chain: every 15 days (or immediately if never calculated).
- • “Does need” logic: updates only when data is stale.
Why this approach
- • Maximum efficiency: resources focused on wallets that matter.
- • Guaranteed freshness: dynamic data no older than 15 days.
- • Sustainable scale: thousands of wallets without constant full recalculations.
The 4 pillars of WAMI
Each pillar contributes up to 25 points. Click a card to see the evaluation criteria.
Full Dashboard + API
Query any wallet’s WAMI Score, per-pillar breakdown, and API access.
Available now: explore the current Top 10 agents
View Top 10 agents →Ready to evaluate wallets with WAMI?
Access the dashboard to explore WAMI scores and analyze wallets. The public API is coming soon.
Access Dashboard