Real-SWE: Benchmarking AI models on private, real-world, enterprise codebases

withspecific.com
September 12, 2026
8 min read
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Summary
Introducing Real-SWE Benchmarking frontier AI models on private, real-world, enterprise codebases. 01Introduction Today we are releasing Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases. Each task comes from a private production codebase that we licensed from a real-world company. These are problems their engineers work on, with all the context a...
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