XAMPPRocky/tokei
Count your code, quickly.
732
Generated Behavioral Tests
86.9%
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) | 86.9% | $25.80 | 160 | trace → | |
| 2 | Gemini 3.5 Flash | 75.5% | $7.17 | 215 | trace → | |
| 3 | Gemini 3.6 Flash | 70.4% | $4.33 | 176 | trace → | |
| 4 | Claude Sonnet 4.6 | 69.5% | $21.30 | 409 | trace → | |
| 5 | Claude Opus 4.7 (xhigh) | 62.6% | $11.82 | 171 | trace → | |
| 6 | GPT 5.5 (high) | 60.9% | $2.96 | 27 | trace → | |
| 7 | GPT 5.6 Sol (medium) | 60.9% | $1.07 | 17 | trace → | |
| 8 | GLM-5.2 | 59.7% | $43.16 | 252 | trace → | |
| 9 | Claude Opus 4.7 | 54.8% | $3.25 | 95 | trace → | |
| 10 | Gemini 3.1 Pro | 53.4% | $1.81 | 112 | trace → | |
| 11 | GPT 5.5 | 51.0% | $1.57 | 19 | trace → | |
| 12 | Gemini 3 Flash | 40.4% | $0.26 | 71 | trace → | |
| 13 | GPT 5.4 | 32.0% | $0.39 | 11 | trace → | |
| 14 | Claude Haiku 4.5 | 27.0% | $0.71 | 94 | trace → | |
| 15 | GPT 5.6 Sol (xhigh) | 25.5% | $4.88 | 41 | trace → | |
| 16 | GPT 5 mini | 12.2% | $0.01 | 8 | trace → | |
| 17 | GPT 5.4 mini | 8.1% | $0.04 | 8 | trace → | |
| 18 | GPT 5.5 (xhigh) | 2.0% | $10.01 | 98 | trace → | |
| 19 | Claude Opus 4.6 | 0.0% | $2.82 | 193 | trace → |
Click a row to replay how that model rebuilt this program, or the model name to open its full run