Agentic Skill-Use on Agentic Skill-Use Gold + Distr.
80Final Success RateOpus-4.7
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Opus-4.72026.07 | 80 | 90 | 77.2 | 89.7 | 90 | |
| GPT-5.52026.07 | 76 | 96 | 71.8 | 93.1 | 84 | |
| Gemini-3.1-Pro2026.07 | 70 | 78 | 82.7 | 89.7 | 70 | |
| Kimi-K2.62026.07 | 54 | 86 | 72.7 | 86.2 | 86 | |
| DeepSeek-V4-Flash2026.07 | 26 | 66 | 39.6 | 62.1 | 86 | |
| Qwen3.5Parameters=9B2026.07 | 14 | 44 | 44.5 | 34.5 | 34 | |
| Qwen3.5Parameters=4B2026.07 | 8 | 44 | 36.7 | 41.4 | 38 |