doxygen/doxygen
Official doxygen git repository
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 |  |
Claude Opus 4.7 Anthropic | 34.5% | $1.17 | 50 |
| 2 |  |
GPT 5.4 OpenAI | 29.7% | $0.24 | 7 |
| 3 | |
Claude Opus 4.7 (xhigh) Anthropic | 21.7% | $5.38 | 138 |
| 4 | |
GPT 5.5 OpenAI | 21.0% | $1.45 | 20 |
| 5 | |
GPT 5.5 (high) OpenAI | 20.5% | $2.41 | 29 |
| 6 | |
Claude Haiku 4.5 Anthropic | 17.8% | $0.73 | 130 |
| 7 | |
GPT 5 mini OpenAI | 16.6% | $0.02 | 11 |
| 8 |  |
Gemini 3.1 Pro Google | 15.7% | $1.59 | 87 |
| 9 | |
GPT 5.4 mini OpenAI | 14.8% | $0.02 | 6 |
| 10 | |
GPT 5.5 (xhigh) OpenAI | 1.7% | $6.04 | 51 |
| 11 | |
Claude Opus 4.6 Anthropic | 1.3% | $15.13 | 328 |
| 12 | |
Claude Sonnet 4.6 Anthropic | 1.3% | $28.02 | 525 |
| 13 | |
Gemini 3 Flash Google | 1.3% | $0.21 | 76 |
Click row to see model details