Comp AI Engineering Benchmarks
Identity & Security
GitHub
As of October 26, 2026, Comp AI has 685 merged pull requests, 0.3 hours median cycle time, 0.1 hours median review time, and 6 active contributors in the last 90 days. AI-related signals appear on 83.0% of recent work.
PRs with AI-related signals take 2843% 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
38.0h
with signals
1.3h
baseline
2842.6%
difference
AI-Related Signals
83.3%
25 of 30 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Comp flagship | 685 | 44.4% | 0.3h | 2.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 3 hours, 38 minutes ago.
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