Rollout Research


rolloutresearch.ai

We provide various difficult long horizon RL environments, calibrated to your specific model.


Horizon
300–900K ctx
Difficulty calibration
Low pass@1 on frontier (OTS) / tuned to your model
Verifier
Robust reward-hacking prevention
Provenance
Contamination free, expert sourced, LLM and peer-expert reviewed