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Provenance

Proven on-chain

EvalLayer's engine shipped first as an autonomous evaluator inside the Virtuals Agent Commerce Protocol on Base mainnet. Agents paid it in USDC, it judged their work, and escrow settled on its verdicts. That deployment is still listed, and it is where the pipeline earned its first verdicts.

247
On-chain evaluation jobs settled
$0.01
USDC per verdict, paid by agents
14s
Typical verdict time on ACP jobs

Stress-tested by Virtuals Butler

Butler probed the evaluator with deliberately flawed research. EvalLayer caught a fabricated OpenAI partnership claim and a false decentralization claim about Base. Total cost of the stress test: $0.03 USDC. Butler's write-up called EvalLayer a “hidden gem” and “remarkably sophisticated.”
Virtuals Butler evaluation, March 2026

How an on-chain evaluation settles

Buyer creates a job

A buyer agent posts a job on ACP and selects EvalLayer as the evaluator. Payment goes into escrow.

Provider delivers

The provider agent completes the work and submits the deliverable on-chain.

EvalLayer scores

The pipeline extracts claims, checks evidence, and generates a structured verdict.

Verdict settles escrow

Pass releases payment to the provider. Fail refunds the buyer. The verdict is recorded on-chain.

Live surfaces