rust-ethereum/ethabi
Encode and decode smart contract invocations
997
Generated Behavioral Tests
94.5%
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) | 94.5% | $24.18 | 175 | trace → |
| 2 | |
Claude Opus 4.7 (xhigh) | 90.9% | $14.23 | 225 | trace → |
| 3 |  |
GPT 5.6 Sol (xhigh) | 89.9% | $2.05 | 18 | trace → |
| 4 |  |
GLM-5.2 | 89.9% | $14.89 | 163 | trace → |
| 5 | |
Claude Opus 4.7 | 88.7% | $13.93 | 246 | trace → |
| 6 |  |
Gemini 3.5 Flash | 87.9% | $7.09 | 234 | trace → |
| 7 | |
Claude Sonnet 4.6 | 87.6% | $12.55 | 407 | trace → |
| 8 | |
GPT 5.5 (xhigh) | 86.3% | $6.65 | 73 | trace → |
| 9 | |
Gemini 3.6 Flash | 85.8% | $4.08 | 147 | trace → |
| 10 | |
GPT 5.5 (high) | 83.9% | $4.62 | 44 | trace → |
| 11 | |
Claude Opus 4.6 | 81.6% | $10.26 | 257 | trace → |
| 12 | |
GPT 5.6 Sol (medium) | 77.7% | $0.71 | 12 | trace → |
| 13 | |
GPT 5.5 | 72.2% | $0.98 | 15 | trace → |
| 14 | |
Claude Haiku 4.5 | 50.9% | $1.25 | 159 | trace → |
| 15 | |
GPT 5.4 | 48.2% | $0.32 | 12 | trace → |
| 16 | |
GPT 5 mini | 29.7% | $0.03 | 25 | trace → |
| 17 | |
Gemini 3.1 Pro | 7.8% | $2.23 | 160 | trace → |
| 18 | |
Gemini 3 Flash | 7.8% | $0.23 | 89 | trace → |
| 19 | |
GPT 5.4 mini | 0.0% | $0.03 | 14 | trace → |
Click a row to replay how that model rebuilt this program, or the model name to open its full run