OSGeo/gdal
GDAL is an open source MIT licensed translator library for raster and vector geospatial data formats.
657
Generated Behavioral Tests
39.0%
Best Score
GPT-5.6 Sol (xhigh)
Results by Model
Hover a point for details · The line marks the Pareto frontier (best score per cost) · Click a point to see model details
Per-Model Results
21 runs| # | Model | Score | Cost | Calls | ||
|---|---|---|---|---|---|---|
| 1 |  |
GPT-5.6 Sol (xhigh) | 39.0% | $6.67 | 39 | trace → |
| 2 |  |
Claude Opus 5 (xhigh) | 19.2% | $39.61 | 252 | trace → |
| 3 | |
GPT 5.5 (high) | 17.2% | $3.46 | 36 | trace → |
| 4 |  |
Gemini 3.6 Flash | 16.0% | $7.02 | 181 | trace → |
| 5 | |
Claude Opus 4.8 (xhigh) | 12.8% | $17.95 | 146 | trace → |
| 6 | |
GPT 5.5 | 11.9% | $0.94 | 14 | trace → |
| 7 | |
Claude Opus 4.7 (xhigh) | 10.0% | $8.27 | 154 | trace → |
| 8 | |
Claude Sonnet 4.6 | 7.5% | $48.10 | 684 | trace → |
| 9 | |
Gemini 3 Flash | 6.7% | $0.24 | 70 | trace → |
| 10 | |
Claude Haiku 4.5 | 6.1% | $0.64 | 142 | trace → |
| 11 | |
GPT 5.4 | 5.3% | $0.36 | 9 | trace → |
| 12 | |
Gemini 3.1 Pro | 5.0% | $0.74 | 39 | trace → |
| 13 | |
GPT 5.4 mini | 5.0% | $0.03 | 7 | trace → |
| 14 |  |
GLM-5.2 | 3.8% | $6.12 | 97 | trace → |
| 15 | |
GPT-5.6 Sol | 3.7% | $1.32 | 17 | trace → |
| 16 | |
Gemini 3.7 Flash | 3.7% | $1.17 | 122 | trace → |
| 17 | |
Claude Opus 4.7 | 3.7% | $0.47 | 22 | trace → |
| 18 | |
GPT 5 mini | 1.7% | $0.09 | 35 | trace → |
| 19 | |
GPT 5.5 (xhigh) | 0.0% | $4.39 | 41 | trace → |
| 20 | |
Gemini 3.5 Flash | 0.0% | $4.95 | 163 | trace → |
| 21 | |
Claude Opus 4.6 | 0.0% | $2.60 | 218 | trace → |
Click a row to replay how that model rebuilt this program, or the model name to open its full run