DSGym Offers a Reusable Container Based Substrate for Building and Benchmarking Data Science Agents

DSGym, a new framework by Stanford, Together AI, Duke, and Harvard researchers, evaluates data science agents across 1,000+ challenges. Unlike simple code completion, these agents inspect datasets, design workflows, execute code, and deliver verifiable answers with expert-validated results.