Code Review Benchmark | AI Tool Performance Dashboard

Objective AI Code Review Tool Evaluation

Reproducible benchmarks comparing open-source AI code review tools against curated PRs with known issues

3 Tools Tested

5 Challenges

45 Test Runs

12 Issues to Find

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Real-world PRs with known issues spanning security, bugs, and performance

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Each AI reviewer analyzes the same PR diffs in controlled conditions

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Measure precision, recall, and F1 against ground truth issues

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F1 Score:

< 0.5 0.5 - 0.7 0.7 - 0.9 > 0.9

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