> For clean Markdown of any page, append .md to the page URL. > For a complete documentation index, see https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/llms.txt. > For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/gym/_mcp/server. # nemo_gym.eval Evaluation on top of collected rollouts: eval plans, reverifying saved rollouts, and comparing runs. ## Subpackages * **[`nemo_gym.eval.comparison`](/nemo/gym/nemo-gym/nemo_gym/eval/comparison)** * **[`nemo_gym.eval.rollout_compare`](/nemo/gym/nemo-gym/nemo_gym/eval/rollout_compare)** ## Submodules * **[`nemo_gym.eval.eval_plan`](/nemo/gym/nemo-gym/nemo_gym/eval/eval_plan)** * **[`nemo_gym.eval.rollout_reverification`](/nemo/gym/nemo-gym/nemo_gym/eval/rollout_reverification)** ## Docs - [nemo_gym.eval.comparison](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison.md) - [nemo_gym.eval.comparison.diff](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/diff.md) - [nemo_gym.eval.comparison.loading](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/loading.md) - [nemo_gym.eval.comparison.pooling](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/pooling.md) - [nemo_gym.eval.comparison.report](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/report.md) - [nemo_gym.eval.comparison.runner](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/runner.md) - [nemo_gym.eval.comparison.schema](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/schema.md) - [nemo_gym.eval.comparison.statistics](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/statistics.md) - [nemo_gym.eval.comparison.statistics.unpaired_welch_fixed_suite](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/statistics/unpaired_welch_fixed_suite.md) - [nemo_gym.eval.comparison.suite](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite.md) - [nemo_gym.eval.comparison.suite.coverage](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite/coverage.md) - [nemo_gym.eval.comparison.suite.failures](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite/failures.md) - [nemo_gym.eval.comparison.suite.loading](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite/loading.md) - [nemo_gym.eval.comparison.suite.pooling](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite/pooling.md) - [nemo_gym.eval.comparison.suite.processing](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite/processing.md) - [nemo_gym.eval.comparison.suite.report](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite/report.md) - [nemo_gym.eval.comparison.suite.runner](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite/runner.md) - [nemo_gym.eval.comparison.suite.schema](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/comparison/suite/schema.md) - [nemo_gym.eval.eval_plan](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/eval_plan.md) - [nemo_gym.eval.rollout_compare](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/rollout_compare.md) - [nemo_gym.eval.rollout_compare.command](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/rollout_compare/command.md) - [nemo_gym.eval.rollout_compare.compare](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/rollout_compare/compare.md) - [nemo_gym.eval.rollout_compare.join](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/rollout_compare/join.md) - [nemo_gym.eval.rollout_compare.report](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/rollout_compare/report.md) - [nemo_gym.eval.rollout_compare.rows](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/rollout_compare/rows.md) - [nemo_gym.eval.rollout_compare.schema](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/rollout_compare/schema.md) - [nemo_gym.eval.rollout_reverification](https://docs.nvidia.com/nemo/gym/main/nemo-gym/nemo_gym/eval/rollout_reverification.md)