Traces
Every run: the agent's full trajectory, its submissions over the 20-hour budget, and the final score.
Astronomy Toolkit
task page →5 runs · indexed 2026-09-02| # | Model | Reward | Cost | In tok | Out tok | Time | Steps | Submits |
|---|
| 1 | GLM-5.3 | 0.6985 | $72.52 | 246.9M | 707k | 19h 16m | 599 | 6 |
| 2 | GLM-5.3 | 0.4028 | $57.26 | 195.8M | 552k | 12h 7m | 426 | 8 |
| 3 | GLM-5.3 | 0.4017 | $72.89 | 226.5M | 514k | 17h 29m | 476 | 6 |
| 4 | GLM-5.3 | 0.3930 | $77.97 | 220.3M | 559k | 15h 22m | 481 | 2 |
| 5 | GLM-5.3 | 0.2893 | $64.65 | 196.5M | 549k | 19h 1m | 419 | 8 |