SWE-fficiency — leaderboard

Repository-level performance optimization benchmark where agents improve real workloads in mature Python codebases while preserving correctness.

Source: arxiv.org.

Interactive version: theaggregate.ai/benchmark?slug=swe-fficiency · How the rankings work · Data refreshed daily, snapshot 2026-07-22.