samtools/samtools
Tools (written in C using htslib) for manipulating next-generation sequencing data
1,425
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
19 runs| # | Model | Score | Cost | Calls | ||
|---|---|---|---|---|---|---|
| 1 |  |
GPT 5.6 Sol (xhigh) | 39.0% | $10.13 | 64 | trace → |
| 2 | |
GPT 5.5 (xhigh) | 22.6% | $11.21 | 70 | trace → |
| 3 | |
GPT 5.5 (high) | 21.5% | $5.82 | 35 | trace → |
| 4 |  |
GLM-5.2 | 21.3% | $12.22 | 113 | trace → |
| 5 | |
GPT 5.6 Sol (medium) | 18.8% | $1.37 | 15 | trace → |
| 6 |  |
Gemini 3.6 Flash | 18.4% | $12.90 | 146 | trace → |
| 7 |  |
Claude Opus 4.8 (xhigh) | 18.0% | $21.15 | 142 | trace → |
| 8 | |
GPT 5.5 | 15.6% | $1.33 | 15 | trace → |
| 9 | |
Claude Opus 4.6 | 14.2% | $10.17 | 192 | trace → |
| 10 | |
GPT 5.4 | 7.1% | $0.33 | 10 | trace → |
| 11 | |
Gemini 3.5 Flash | 5.5% | $3.29 | 100 | trace → |
| 12 | |
Gemini 3.1 Pro | 5.2% | $1.43 | 99 | trace → |
| 13 | |
Gemini 3 Flash | 3.9% | $0.34 | 97 | trace → |
| 14 | |
Claude Opus 4.7 (xhigh) | 3.9% | $1.81 | 56 | trace → |
| 15 | |
GPT 5.4 mini | 3.9% | $0.04 | 8 | trace → |
| 16 | |
Claude Opus 4.7 | 3.7% | $0.81 | 34 | trace → |
| 17 | |
Claude Haiku 4.5 | 3.0% | $0.24 | 67 | trace → |
| 18 | |
GPT 5 mini | 1.8% | $0.02 | 16 | trace → |
| 19 | |
Claude Sonnet 4.6 | 1.3% | $26.62 | 457 | trace → |
Click a row to replay how that model rebuilt this program, or the model name to open its full run