Every run: the agent's full trajectory, its submissions over the 20-hour budget, and the final score.
| # | Model | Reward | Cost | In tok | Out tok | Time | Steps | Submits |
|---|---|---|---|---|---|---|---|---|
| 1 | Qwen3.8-Max | 0.1474 | $77.77 | 271.1M | 994k | 13h 7m | 800 | 4 |
| 2 | Qwen3.8-Max | 0.0733 | $163.48 | 458.4M | 1.7M | 19h 54m | 1249 | 1 |
| 3 | Qwen3.8-Max | 0.0127 | $196.38 | 482.4M | 1.8M | 19h 51m | 1048 | 1 |
| 4 | Qwen3.8-Max | 0.0062 | $52.83 | 157.6M | 675k | 9h 28m | 578 | 4 |
| 5 | Qwen3.8-Max | 0.0000† | $11.91 | 31.2M | 238k | 4h 2m | 292 | 2 |
† score adjusted by manual review; the trace's Judge tab carries the measured score and the rationale.