Comp AI logo

Comp AI Engineering Benchmarks

Identity & Security GitHub
See Your Team's Benchmarks

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

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.

See Your Team's Benchmarks

Get this analytics stack for your team

Connect GitHub and see cycle time, review bottlenecks, PR flow, and trend changes in minutes.

Connect Repos