FFmpeg/FFmpeg
Mirror of https://git.ffmpeg.org/ffmpeg.git
3,041
Generated Behavioral Tests
8.1%
Best Score
Gemini 3.5 Flash
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
19 runs| # | Model | Score | Cost | Calls | ||
|---|---|---|---|---|---|---|
| 1 |  |
Gemini 3.5 Flash | 8.1% | $1.21 | 77 | trace → |
| 2 |  |
GPT 5.5 (xhigh) | 7.0% | $3.59 | 32 | trace → |
| 3 | |
GPT 5.6 Sol (xhigh) | 6.9% | $4.03 | 25 | trace → |
| 4 |  |
GLM-5.2 | 6.8% | $6.12 | 92 | trace → |
| 5 | |
GPT 5.5 | 6.1% | $1.16 | 15 | trace → |
| 6 | |
Gemini 3.1 Pro | 5.3% | $0.92 | 52 | trace → |
| 7 | |
GPT 5.4 | 4.6% | $0.39 | 12 | trace → |
| 8 |  |
Claude Sonnet 4.6 | 4.5% | $12.51 | 273 | trace → |
| 9 | |
GPT 5.5 (high) | 4.2% | $2.60 | 28 | trace → |
| 10 | |
GPT 5.4 mini | 3.9% | $0.03 | 13 | trace → |
| 11 | |
Claude Opus 4.8 (xhigh) | 3.7% | $12.79 | 76 | trace → |
| 12 | |
Gemini 3 Flash | 3.5% | $0.38 | 89 | trace → |
| 13 | |
Claude Opus 4.7 | 3.4% | $1.07 | 35 | trace → |
| 14 | |
Claude Haiku 4.5 | 2.8% | $0.48 | 103 | trace → |
| 15 | |
Claude Opus 4.7 (xhigh) | 2.4% | $1.50 | 32 | trace → |
| 16 | |
GPT 5 mini | 2.2% | $0.02 | 15 | trace → |
| 17 | |
GPT 5.6 Sol (medium) | 2.2% | $0.45 | 8 | trace → |
| 18 | |
Gemini 3.6 Flash | 2.1% | $4.60 | 121 | trace → |
| 19 | |
Claude Opus 4.6 | 0.0% | $2.06 | 221 | trace → |
Click a row to replay how that model rebuilt this program, or the model name to open its full run