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Real Swe

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New Real-SWE benchmark tests AI coding agents on licensed enterprise codebases

A new benchmark called Real-SWE evaluates frontier AI coding models against tasks drawn from real, private production codebases licensed from actual companies, including billing, tax and customer-migration work. Top performer Fable 5.1 running on Claude Code resolved 38.8% of tasks, followed by GPT-6 Astra and Gemini 3.8 Flash, with several other models trailing well below that mark.