Comp AI Engineering Benchmarks
Identity & Security
GitHub
As of July 27, 2026, Comp AI has 652 merged pull requests, 0.2 hours median cycle time, 0.1 hours median review time, and 6 active contributors in the last 90 days. AI-related signals appear on 83.8% of recent work.
PRs with AI-related signals take 688% longer than the baseline.
Delivery Trend and AI Signals
PR Backlog (Humans)
Excludes AI agents and automation accounts.
PR Backlog (AI Agents)
AI coding agents only.
Cycle Time by AI-Related Signals
3.4h
with signals
0.4h
baseline
688.4%
difference
AI-Related Signals
98.1%
367 of 374 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Comp flagship | 652 | 96.3% | 0.4h | 0.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 37 minutes ago.
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