Real-SWE Benchmark Reveals 38.8% Resolution Rate on Private Code
September 14, 2026
The Real-SWE benchmark evaluates AI agents on private enterprise codebases. Results show a maximum resolution rate of 38.8%, limited by business-specific complexity and domain knowledge requirements.
HOW THIS AFFECTS YOU
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builderExpect high failure rates when deploying agents directly into complex, proprietary environments.
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researcherThis highlights the gap between general reasoning and enterprise-specific execution.