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Insights, case studies, and analysis of AI model performance on real-world coding challenges

Case StudyOctober 11, 2025•12 min read

6 AI Models vs. 3 Advanced Security Vulnerabilities: All Passed, But Here's the Catch

A security researcher submitted three advanced vulnerability examples to our platform. All six models caught all three vulnerabilities (100% detection rate), but the quality of their fixes varied by up to 18 percentage points. Here's what we learned about which AI models you should trust for security code reviews.

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