SWE-bench Multilingual
A software-engineering benchmark of 300 curated GitHub issue-resolution tasks spanning 42 repositories and 9 programming languages (C, C++, Go, Java, JavaScript, TypeScript, PHP, Ruby, Rust), measuring the percentage of real-world issues a model can resolve so that fail-to-pass and pass-to-pass tests succeed.
What this benchmark measures
A software-engineering benchmark of 300 curated GitHub issue-resolution tasks spanning 42 repositories and 9 programming languages (C, C++, Go, Java, JavaScript, TypeScript, PHP, Ruby, Rust), measuring the percentage of real-world issues a model can resolve so that fail-to-pass and pass-to-pass tests succeed.
Rows on this page are sourced from public benchmark artifacts, leaderboard exports, or source-linked model reports. Each row keeps benchmark version, source model name, and available run details attached to the score.
The metric shown here is % resolved. It should be interpreted within SWE-bench Multilingual, not compared as part of a site-wide ranking.