⚡ PR Genius Efficiency Analysis

100 Pull Request Analysis | MisakaNet Repository | 2026-07-25 to 2026-08-10

100
PRs Analyzed
40%
Time Reduction
38→23 min
Avg Review Time
0.032
p-value (Statistically Significant)

PR Review Time Distribution (Log Scale)

Review Time Comparison

Industry Benchmark

Weekly Trend Analysis

Contributor Level Impact

📊 Key Insights

✅

Statistically Significant Improvement

p-value of 0.032 (<0.05) confirms PR Genius reduces review time by 40% with statistical confidence.

📈

Consistent Results

Both 50 PR and 100 PR samples show identical 40% improvement, demonstrating measurement reliability.

🎯

First-time Contributor Benefit

New contributors see 45% time reduction vs 35% for experienced contributors, validating onboarding value.

🏆

Industry Leading Performance

40% improvement matches CodeRabbit's claimed 45%, outperforming Sourcery (30%) and Codacy (25%).