A task with its own rules.
Computational biology challenges that independent human experts were able to solve.
- Organisation
- Anthropic
- Version
- 2026
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Knowledge / Benchmark profile
Computational biology challenges that independent human experts were able to solve.
Observed results
5 ranked models · higher is better · labels show rank and score
| Model | Rank | Model ID | Provider | Score | Unit |
|---|---|---|---|---|---|
| Claude Opus 5 | #1 | claude-opus-5 | Anthropic | 90.1 | percent |
| Claude Sonnet 5 | #2 | claude-sonnet-5 | Anthropic | 87.5 | percent |
| Gemini 3.7 Flash | #3 | gemini-3-7-flash | 87.1 | percent | |
| GPT-5.6 Terra | #4 | gpt-5-6-terra | OpenAI | 83.8 | percent |
| Gemini 3.6 Flash | #5 | gemini-3-6-flash | 80.6 | percent |
One best compatible score per canonical product · higher is better
| Rank | Model | Weights | Evidence | Score |
|---|---|---|---|---|
| 01 | Claude Opus 5Anthropic | Closed weights | Source carrier | 90.1% |
| 02 | Claude Sonnet 5Anthropic | Closed weights | Public reference | 87.5% |
| 03 | Gemini 3.7 FlashGoogle | Closed weights | Public reference | 87.1% |
| 04 | GPT-5.6 TerraOpenAI | Closed weights | Public reference | 83.8% |
| 05 | Gemini 3.6 FlashGoogle | Closed weights | Public reference | 80.6% |
Each distinct published measurement is retained. Same-snapshot canonical and configuration projections appear once.
| Published model / configuration | Score | Evidence & protocol | Source & dates |
|---|---|---|---|
Claude Sonnet 5Claude Sonnet 5Exact identityclaude-sonnet-5-max Canonical product: claude-sonnet-5 | 87.5% | Public referenceprovider-reportedVersion & systemAugust 2026 human-solvable BioMysteryBench Linux terminal with bioinformatics tools, Python, R and restricted internet | Google DeepMind permanent refresh sourceObserved Checked |
Gemini 3.7 FlashGemini 3.7 FlashExact identitygemini-3-7-flash-medium Canonical product: gemini-3-7-flash | 87.1% | Public referenceprovider-reportedVersion & systemAugust 2026 human-solvable BioMysteryBench Linux terminal with bioinformatics tools, Python, R and restricted internet | Google DeepMind permanent refresh sourceObserved Checked |
GPT-5.6 TerraGPT-5.6 TerraExact identitygpt-5-6-terra-max Canonical product: gpt-5-6-terra | 83.8% | Public referenceprovider-reportedVersion & systemAugust 2026 human-solvable BioMysteryBench Linux terminal with bioinformatics tools, Python, R and restricted internet | Google DeepMind permanent refresh sourceObserved Checked |
Gemini 3.6 FlashGemini 3.6 FlashExact identitygemini-3-6-flash-high Canonical product: gemini-3-6-flash | 80.6% | Public referenceprovider-reportedVersion & systemAugust 2026 human-solvable BioMysteryBench Linux terminal with bioinformatics tools, Python, R and restricted internet | Google DeepMind permanent refresh sourceObserved Checked |
Exact BenchLM registry variant Claude Opus 5; bulk export does not retain a complete upstream harness configuration.Claude Opus 5Exact identitySource label without a registered configuration ID Canonical product: claude-opus-5 | 90.1% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-08-01Observed Checked |
Exact BenchLM registry variant Claude Opus 5; bulk export does not retain a complete upstream harness configuration.Claude Opus 5Exact identitySource label without a registered configuration ID Canonical product: claude-opus-5 | 90.1% | Source carriersource-checkedVersion & system2026 Source-native system | BenchLM public datasets — 2026-07-27Observed Checked |
From result to context
Computational biology challenges that independent human experts were able to solve.
The summary shows one best compatible source result per canonical product. Versions, effort settings and execution systems remain attached to the underlying records.
Scores from different versions or harnesses may not be interchangeable. The published source rows preserve those distinctions and their original units. A source result is not automatically an input to a current index.
This catalogue entry preserves available source evidence. Current indices admit only their specifically reviewed tracks and configurations.
Contamination risk: Unknown. Lifecycle: Active.