ProgramBench - almost solved rollout percentage
Code
Percentage of clean-room program reconstruction rollouts passing at least 95% of hidden behavioral tests. This is a rollout success percentage, distinct from mean utility and absolute solved counts; repeated-trial aggregation and task denominator are source-specific.
Top models (higher is better)
| Model | Score |
|---|---|
| Muse Wonder Full | 59.0 |
| Muse Wonder | 50.0 |
| Kimi K3.1 Pro | 31.5 |
| DeepSeek V4.1 Flash 1017 | 29.1 |
| DeepSeek V4.1 Flash | 20.3 |
| GLM-5.3 | 19.0 |