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SWE-bench Verified hands an AI model a real GitHub issue and a codebase and checks whether the patch it writes actually fixes the bug. Stanford's 2026 AI Index reports the leading model, Claude 4.5 Opus in high-reasoning mode, had solved about 76.8% of the benchmark's issues as of February 2026

SourceStanford AI Index·Feb 2026

Verified 2026-09-04

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