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 | 0.1078 | $31.56 | 67.3M | 1.0M | 19h 45m | 456 | 2 |
| 2 | Qwen3.8-Max | 0.0385 | $33.83 | 72.9M | 764k | 18h 52m | 422 | 2 |
| 3 | Qwen3.8-Max | 0.0216 | $32.92 | 71.7M | 721k | 19h 16m | 425 | 2 |
| 4 | Qwen3.8-Max | 0.0061 | $53.75 | 151.0M | 965k | 20h 0m | 695 | 2 |
| 5 | Qwen3.8-Max | 0.0000† | $18.02 | 51.8M | 431k | 20h 1m | 433 | 2 |
† score adjusted by manual review; the trace's Judge tab carries the measured score and the rationale.