gromacs/gromacs
Public/backup repository of the GROMACS molecular simulation toolkit. Please do not mine the metadata blindly; we use https://gitlab.com/gromacs/gromacs for code review and issue tracking.
Results by Model
| # | Model | Score Percentage of hidden behavioral tests passed. | Cost Total API cost in USD for this task instance. | Calls Number of LLM API calls for this task instance. | |
|---|---|---|---|---|---|
| 1 |  |
Gemini 3.1 Pro Google | 9.3% | $1.82 | 100 |
| 2 |  |
GPT 5.5 (high) OpenAI | 7.1% | $5.07 | 51 |
| 3 |  |
Claude Sonnet 4.6 Anthropic | 5.0% | $32.36 | 562 |
| 4 | |
Claude Opus 4.7 Anthropic | 4.4% | $6.17 | 153 |
| 5 | |
Claude Opus 4.6 Anthropic | 4.3% | $14.33 | 298 |
| 6 | |
GPT 5.5 OpenAI | 4.3% | $0.80 | 11 |
| 7 | |
GPT 5.4 OpenAI | 3.2% | $0.32 | 9 |
| 8 | |
GPT 5.5 (xhigh) OpenAI | 3.1% | $7.86 | 62 |
| 9 | |
GPT 5.4 mini OpenAI | 2.3% | $0.04 | 8 |
| 10 | |
Claude Haiku 4.5 Anthropic | 1.4% | $1.04 | 97 |
| 11 | |
Claude Opus 4.7 (xhigh) Anthropic | 1.1% | $7.41 | 151 |
| 12 | |
GPT 5 mini OpenAI | 0.9% | $0.02 | 11 |
| 13 | |
Gemini 3 Flash Google | 0.0% | $0.34 | 71 |
Click row to see model details