AI Review Analytics
Mar 2025 – Sep 2026 — 725 AI-reviewed PRs of 748 total (97% coverage)
Detection Rate
68.9%
→ stable
of total issues found by AI
Precision Rate
86.1%
299 FP
of AI findings accepted by reviewers
AI Contribution
53.0%
1853 AI / 1646 human accepted fixes
Estimated Hours Saved
812.0h
based on severity-weighted fix time

AI reviews 107.8h faster than human reviewers on average

Median: 35.2h — based on 29 PRs with both AI and human reviews

Detection Rate Trend

4060801002025-032025-042025-102026-012026-022026-032026-042026-052026-062026-072026-082026-09
Detection %

Precision Rate Trend

204060801002025-032025-042025-102026-012026-022026-032026-042026-052026-062026-072026-082026-09
Precision %

AI vs Human Findings per Month

040801201602002402803203604004404805205606006406802025-032025-042025-102026-012026-022026-032026-042026-052026-062026-072026-082026-09
AI Accepted
AI Rejected
Human Unique
Data maturity:
2025-03 100%
2025-04 100%
2025-10 100%
2026-01 95%
2026-02 97%
2026-03 100%
2026-04 100%
2026-05 98%
2026-06 98%
2026-07 98%
2026-08 84%
2026-09 92%

Rolling Comparison (Last 5 vs Prior 5 PRs)

Detection
100.0% (0.0pp)
Precision
100.0% (0.0pp)
Weighted Score
6.4 (-0.8)

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