svenstaro/miniserve
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304
Generated Behavioral Tests
94.2%
Best Score
Claude Opus 4.8 (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
19 runs| # | Model | Score | Cost | Calls | ||
|---|---|---|---|---|---|---|
| 1 |  |
Claude Opus 4.8 (xhigh) | 94.2% | $44.46 | 251 | trace → |
| 2 |  |
GPT 5.5 (xhigh) | 92.4% | $8.11 | 57 | trace → |
| 3 | |
GPT 5.5 (high) | 88.2% | $3.94 | 31 | trace → |
| 4 | |
GPT 5.6 Sol (medium) | 85.5% | $1.04 | 15 | trace → |
| 5 | |
GPT 5.6 Sol (xhigh) | 85.2% | $6.80 | 41 | trace → |
| 6 |  |
Gemini 3.5 Flash | 82.6% | $5.74 | 153 | trace → |
| 7 | |
GPT 5.5 | 80.3% | $1.24 | 16 | trace → |
| 8 | |
Claude Opus 4.6 | 78.6% | $9.68 | 137 | trace → |
| 9 | |
Claude Opus 4.7 (xhigh) | 77.0% | $2.94 | 68 | trace → |
| 10 | |
Claude Sonnet 4.6 | 76.0% | $25.03 | 420 | trace → |
| 11 |  |
GLM-5.2 | 63.9% | $12.95 | 173 | trace → |
| 12 | |
Gemini 3.1 Pro | 59.5% | $0.76 | 41 | trace → |
| 13 | |
Claude Opus 4.7 | 59.2% | $0.94 | 30 | trace → |
| 14 | |
GPT 5.4 | 58.6% | $0.23 | 8 | trace → |
| 15 | |
Claude Haiku 4.5 | 45.4% | $0.62 | 107 | trace → |
| 16 | |
Gemini 3 Flash | 39.8% | $0.30 | 63 | trace → |
| 17 | |
GPT 5.4 mini | 14.8% | $0.05 | 26 | trace → |
| 18 | |
Gemini 3.6 Flash | 9.9% | $6.99 | 154 | trace → |
| 19 | |
GPT 5 mini | 9.5% | $0.03 | 13 | trace → |
Click a row to replay how that model rebuilt this program, or the model name to open its full run