Benchmarks.bio - BioSecBench-Surveillance: leaderboard
BioSecBench-Surveillance (benchmarks.bio) — biosurveillance analysis over pathogen genomic samples (isolates, wastewater, clinical, air): variant detection, taxonomic classification, antimicrobial-resistance and toxin characterization, and source tracking, scored as pass rate.
Metric: Pass Rate (%). Source: benchmarks.bio. Saturation forecast: Around 2028. 5 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 5 | 51.5 | #12 |
| 2 | GPT-6 Astra | 48.5 | #6 |
| 3 | Grok 4.6 | 48 | #26 |
| 4 | Gemini 3.8 Flash | 44.1 | #21 |
| 5 | Gemini 3.7 Flash | 41.5 | #23 |
No result here: #3 Claude Opus 5.5, #7 GPT-6.1 Sol, #8 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=benchmarks-bio-biosecbench-surveillance · How It Works · Data refreshed daily, snapshot 2026-10-20.