Benchmarks / Coding
Terminal-Bench Science-AA
Terminal-Bench Science (AA): scientific-computing terminal tasks; pass rate.
Terminal-Bench Science-AA
Higher is better · best effort per model
full table below
| # | Model | Effort | Score |
|---|---|---|---|
| 1 | GPT-6 Astra | max | 63.3% |
| 2 | Opus 5.5 | xhigh | 61.9% |
| 3 | GPT-6.1 Sol | max | 58.1% |
| 4 | Sonnet 5.5 | max | 53.3% |
| 5 | Fable 5.1 | max | 43.3% |
| 6 | GPT-6 Sol | max | 30.0% |
| 7 | Opus 5 | max | 28.6% |
| 8 | GPT-5.6 Sol | max | 22.4% |
| 9 | Haiku 5.5 | max | 20.0% |
| 10 | GPT-5.6 Terra | max | 13.8% |
| 11 | Qwen 3.8 Max | max | 11.9% |
| 12 | Muse Spark 1.3 | max | 11.0% |
| 13 | Gemini 3.8 Flash | high | 10.0% |
| 14 | Grok 4.7 | high | 9.5% |
| 15 | GLM 5.3 | max | 9.5% |
| 16 | DeepSeek V4.1 Flash | max | 9.0% |
| 17 | GPT-6 Luna | max | 8.6% |
| 18 | Grok 4.6 | high | 6.2% |
| 19 | MiMo V2.6 Pro | – | 5.7% |
| 20 | DeepSeek V4 Pro 0813 | max | 5.7% |
| 21 | GLM 5.3 Flash | max | 4.8% |
| 22 | MiMo V2.6 Flash | – | 4.3% |
| 23 | GPT-5.6 Luna | max | 3.3% |
| 24 | Step 5 Preview | – | 2.4% |
| 25 | Qwen 3.8 27B | medium | 1.0% |
| 26 | MiniMax M3 | – | 0.5% |
| 27 | K2 Horizon 375B A23B | – | 0.0% |
| 28 | Inkling Small | – | 0.0% |
| 29 | Inkling | xhigh | 0.0% |
| 30 | Gemini 3.5 Flash-Lite | high | 0.0% |
| 31 | Muse Glimmer (High) | high | 0.0% |