OSGeo/PROJ
PROJ - Cartographic Projections and Coordinate Transformations Library
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 |  |
GPT 5.4 OpenAI | 73.8% | $0.47 | 13 |
| 2 | |
GPT 5.5 (high) OpenAI | 29.8% | $3.79 | 33 |
| 3 |  |
Claude Opus 4.7 Anthropic | 24.2% | $1.45 | 35 |
| 4 |  |
Gemini 3.1 Pro Google | 22.4% | $1.01 | 66 |
| 5 | |
GPT 5.4 mini OpenAI | 22.4% | $0.02 | 10 |
| 6 | |
GPT 5.5 (xhigh) OpenAI | 22.3% | $9.69 | 86 |
| 7 | |
Claude Sonnet 4.6 Anthropic | 22.3% | $19.26 | 427 |
| 8 | |
Gemini 3 Flash Google | 22.3% | $0.19 | 80 |
| 9 | |
Claude Opus 4.6 Anthropic | 11.1% | $14.08 | 288 |
| 10 | |
GPT 5.5 OpenAI | 5.3% | $1.00 | 15 |
| 11 | |
Claude Opus 4.7 (xhigh) Anthropic | 3.0% | $2.37 | 79 |
| 12 | |
Claude Haiku 4.5 Anthropic | 1.4% | $1.14 | 173 |
| 13 | |
GPT 5 mini OpenAI | 0.0% | $0.03 | 16 |
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