BioMysteryBench
Solving real bioinformatics mysteries from raw data as an agent. Run by Vals AI.
| Category | Reasoning |
|---|---|
| Metric | Accuracy (%) |
| Source | Vals AI (evaluator) |
| License | None stated |
| Benchmark page | www.vals.ai |
| Status | Scored |
| Weight | 0.9 within Reasoning |
| Fit | Discrimination 0.67, noise 0.33 |
Results
| # | Model | Provider | Result | Date |
|---|---|---|---|---|
| 1 | Claude Fable 5.2 High | Anthropic | 83.7% | 2026-11-09 |
| 2 | Claude Sonnet 5.5 Max | Anthropic | 81.1% | 2026-11-09 |
| 3 | GPT-6.1 Sol Max | OpenAI | 79.6% | 2026-11-09 |
| 4 | Claude Opus 5.5 Max | Anthropic | 79.3% | 2026-11-09 |
| 5 | GPT-6 Astra Max | OpenAI | 79.3% | 2026-11-09 |
| 6 | Claude Opus 5 Max | Anthropic | 79.3% | 2026-11-09 |
| 7 | Gemini 4 Argon High | 76.3% | 2026-11-09 | |
| 8 | Kimi K3.1 Pro Max | Moonshot AI | 75.6% | 2026-11-09 |
| 9 | GPT-6 Sol Max | OpenAI | 74.8% | 2026-11-09 |
| 10 | Muse Wonder Full Max | Meta | 73.3% | 2026-11-09 |
| 11 | Kimi K3 Max | Moonshot AI | 72.6% | 2026-11-09 |
| 12 | Grok 4.6 High | xAI | 72.2% | 2026-11-09 |
| 13 | GPT-5.6 Sol Max | OpenAI | 71.1% | 2026-11-09 |
| 14 | Claude Haiku 5.5 Max | Anthropic | 70.4% | 2026-11-09 |
| 15 | Inkling 2 Small | Thinking Machines | 70.0% | 2026-11-09 |
| 16 | Hy4 preview | Tencent | 69.3% | 2026-11-09 |
| 17 | MiMo-V2.6-Flash | Xiaomi | 69.3% | 2026-11-09 |
| 18 | Grok 4.7 Extra High | xAI | 69.3% | 2026-11-09 |
| 19 | DeepSeek V4.1 Flash High | DeepSeek | 67.8% | 2026-11-09 |
| 20 | Step 5 Preview | StepFun | 67.4% | 2026-11-09 |
| 21 | Ember-1 | Fireworks | 67.0% | 2026-11-09 |
| 22 | Mistral Large 4 High | Mistral | 67.0% | 2026-11-09 |
| 23 | Muse Wonder Max | Meta | 67.0% | 2026-11-09 |
| 24 | Muse Spark 1.2 Extra High | Meta | 64.8% | 2026-11-09 |
| 25 | DeepSeek V4 Flash 0731 High | DeepSeek | 64.4% | 2026-11-09 |
| 26 | Gemini 3.8 Flash High | 62.2% | 2026-11-09 | |
| 27 | GPT-6 Luna Max | OpenAI | 61.5% | 2026-11-09 |
| 28 | GPT-5.6 Luna Max | OpenAI | 61.5% | 2026-11-09 |
| 29 | Gemini 3.1 Pro Preview High | 60.0% | 2026-11-09 | |
| 30 | Gemini 3.6 Flash High | 58.5% | 2026-11-09 | |
| 31 | Beam 1.0 | Reflection | 42.6% | 2026-11-09 |