elkowar/pipr
A tool to interactively write shell pipelines.
524
Generated Behavioral Tests
86.6%
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) | 86.6% | $24.83 | 193 | trace → |
| 2 |  |
GPT 5.6 Sol (xhigh) | 74.4% | $4.63 | 36 | trace → |
| 3 | |
Claude Opus 4.7 (xhigh) | 67.2% | $12.21 | 249 | trace → |
| 4 | |
GPT 5.5 (xhigh) | 64.7% | $7.60 | 62 | trace → |
| 5 |  |
GLM-5.2 | 60.5% | $23.54 | 287 | trace → |
| 6 | |
GPT 5.5 (high) | 58.0% | $3.22 | 34 | trace → |
| 7 | |
Claude Opus 4.7 | 57.3% | $3.08 | 108 | trace → |
| 8 |  |
Gemini 3.6 Flash | 55.3% | $3.60 | 134 | trace → |
| 9 | |
GPT 5.6 Sol (medium) | 55.0% | $1.02 | 16 | trace → |
| 10 | |
Gemini 3.5 Flash | 54.2% | $4.19 | 145 | trace → |
| 11 | |
Claude Opus 4.6 | 53.8% | $10.10 | 210 | trace → |
| 12 | |
GPT 5.5 | 53.2% | $0.98 | 19 | trace → |
| 13 | |
Gemini 3.1 Pro | 46.2% | $2.81 | 138 | trace → |
| 14 | |
GPT 5.4 | 33.4% | $0.11 | 11 | trace → |
| 15 | |
GPT 5.4 mini | 31.9% | $0.02 | 7 | trace → |
| 16 | |
Claude Haiku 4.5 | 24.8% | $0.58 | 119 | trace → |
| 17 | |
Gemini 3 Flash | 5.7% | $0.30 | 87 | trace → |
| 18 | |
Claude Sonnet 4.6 | 2.9% | $22.65 | 354 | trace → |
| 19 | |
GPT 5 mini | 2.5% | $0.01 | 10 | trace → |
Click a row to replay how that model rebuilt this program, or the model name to open its full run