> For clean Markdown of any page, append .md to the page URL.
> For a complete documentation index, see https://docs.nvidia.com/nemo/gym/llms.txt.
> For AI client integration (Claude Code, Cursor, etc.), connect to the MCP server at https://docs.nvidia.com/nemo/gym/_mcp/server.

# Overview

Learn how to run, build, and integrate benchmarks into NeMo Gym.

Looking for benchmark design tutorials? See the [environment-tutorials-index](/v0.2/environment-tutorials).

Tutorial to run a benchmark or benchmark suite using NeMo Gym.

benchmark

Best practices for benchmark integration into NeMo Gym.

benchmark

Best practices for design and iteration on a customer evaluation benchmark.

benchmark

Implementation tutorial for aggregate metrics.

benchmark