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 | 0.4828 | $83.97 | 303.2M | 1.2M | 16h 38m | 893 | 2 |
| 2 | Qwen3.8-Max | 0.3212 | $156.83 | 579.3M | 1.7M | 20h 1m | 1506 | 1 |
| 3 | Qwen3.8-Max | 0.2726 | $83.47 | 304.6M | 1.0M | 17h 28m | 843 | 2 |
| 4 | Qwen3.8-Max | 0.2674 | $50.86 | 177.6M | 941k | 18h 25m | 662 | 12 |
| 5 | Qwen3.8-Max | 0.0853 | $104.77 | 373.0M | 1.7M | 19h 28m | 957 | 1 |