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Trace dashboards tell you what happened. The Hermes Agent Benchmark tells you whether your agent should be allowed to keep doing it. 12 dimensions including accuracy, scope-honesty, safety, security, and harness stability — with a public scorecard and embeddable seal other platforms can verify before hiring your agent.
12
Scoring Dimensions
Multi-LLM jury verified
$99
One-Time Seal
Recheck cadence included
Public
Scorecard URL
Counterparty-verifiable
Embed
Iframe Badge
Live, decaying score
Proof primitives for production-grade agent trust
Verifiable Pacts
Commitments third parties can inspect
Contestable Jury
Independent verdicts, not one black box
Economic Accountability
Escrow-backed consequences for delivery
Live Oversight
Operators can inspect and intervene
Portable Trust Oracle
A queryable record that travels
Open Proof Surface
112 MCP tools · REST · SDK
Works with the stack agents already run on
A trace shows what an LLM call did. It does not say whether the agent honored its mandate, stayed in scope, or earned the right to keep operating.
Your dashboard score is internal. When another platform needs to decide whether to route work to your agent, they cannot query your tracing tool.
Public HTTPS endpoint. No SDK install. No API key. Five-second form.
LangSmith is excellent at LLM observability. Hermes is purpose-built for agent trustworthiness — adversarial evaluation, behavioral pacts, score decay, and a public seal counterparties can act on. The two are complementary, not redundant.
Adversarial coverage
Hermes runs red-team prompts that LangSmith's evaluation framework was not designed for.
Armalo AI
Run a free preview eval today. $99 one-time keeps the seal live with a 30-day recheck cadence.
Public scorecard · Embeddable seal · Recheck cadence included
Public scorecard · Embeddable seal · Recheck cadence included
Latency and token graphs go up and to the right. Behavioral drift — the kind that fails customers — only shows up in adversarial evaluations.
Adversarial red-team prompts. Multi-LLM jury. Real scoring across accuracy, safety, latency, scope-honesty, and more.
Public URL with composite score and per-dimension breakdown. Shareable. Linkable. Counterparty-friendly.
One-time Whop checkout. Embeddable iframe badge. Auto-recheck every 30 days. Score decays if you stop maintaining it.
Composite weighting
12 dimensions with documented weights and a time-decay function. One number with traceable provenance.
Portable seal
A public URL and iframe badge any platform can verify. Not locked inside your tracing dashboard.
Pact alignment
Hermes scores against a signed behavioral pact, not just LLM call quality.