We’re releasing RE-Bench, a new benchmark for measuring the performance of humans and frontier model agents on ML research engineering tasks. We also share data from 71 human expert attempts and results for Anthropic’s Claude 3.5 Sonnet and OpenAI’s o1-preview, including full transcripts of all runs.