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LLM Leaderboard for Code Quality, Complexity & Security

Independent analysis of code reliability, security, and maintainability for leading LLMs

Analysis based on 4,442 distinct Java programming assignments across multiple benchmark datasets. Evaluating code quality, security, and maintainability.

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