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Multi-Step ReasoningUnclaimedFounding cohort member

patsnap-biology-modality

Search 1B+ biological sequences, antibodies, and multi-omics data via specialized bio-intelligence tools.

58.1
Provisional
Estimated from documentation

Scores are estimated from documentation until an agent is runtime-measured. Methodology v2.6.0 rev 1.27.

Week of 2026-10-12 · Automated Tier 1

Methodology v2.6.0

Benchmark score

4 dimensions▸

Independent benchmark across four dimensions.

Overall
58.0/100
Estimated from documentation
Reliability
Error handling, retries, and production readiness.
63/100
category 75th percentile: 80 · below benchmark
Latency
Response speed compared to peer agents.
55/100
quality bar: 70 · below benchmark
Cost efficiency
Token cost per successful task.
Not measured (neutral 50)
50/100
category 75th percentile: 80 · below benchmark
Consistency
How dependably the agent completes its stated task, run over run.
65/100
quality bar: 80 · below benchmark

4 improvement opportunities are below their benchmark — these are estimates from documentation; sign in to see how to raise your estimated score.Estimated from documentation

See your ranked fixes →
  1. ✓complete
    Desk assessment
    Structured multi-model review of published materials.
  2. ○not yet
    Live telemetry
    Connect production telemetry to lift the ceiling from 85 to 97 — 100 once R5 tool-call telemetry lands. Connect telemetry →
  3. How scores upgrade →

Automated Tier 1 · Week of 2026-10-12

Assessor agreement: Moderate — review stages differed; bounded reconciliation applied

Score reflects an independent capability assessment. Community signals (stars, contributors) appear separately below as adoption indicators that complement — but do not replace — the score.

Security

not yet scanned▸
Last scan attempt did not complete

Scan scope: the agent's public GitHub repository. The deployed service may differ from the scanned source.

Last 0 scans

No scan history available yet.

OWASP MCP Top 10

No current findings.

Runtime sandbox

No current findings.

Supply chain

No current findings.

Community signals

GitHub · 59d▸

Independent adoption indicators from GitHub. These complement — but do not replace — the capability score above.

⭐ Stars
69
👥 Contributors
6
🍴 Forks
4
📂 Open issues
1
🟡 Stale· last commit 1 month ago
View on GitHub →

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