Coolify Engineering Benchmarks

Coolify · GitHub · Updated June 3, 2026

Coolify delivery benchmarks are based on 47 merged pull requests in the last 30 days (622 all-time), with 1.1 hours median cycle time, 1.7 hours median review time, and 12 active contributors. AI-related signals appear on 36.2% of recent work. PR volume is down -10% compared to the prior period.

Median Cycle Time
1.1h
PR open to merge
Median Review Time
1.7h
first review to approval
AI-Related Signals
36.2%
directional signal across recent PRs
Best Signal Fast Delivery
1.1h
Median cycle time of 1.1h

Repo vs Coolify Average

+5.5pp
AI Signals
-0.1h
Cycle Time
-1.2h
Review Time

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

90.0h
with signals
40.3h
baseline
123.3%
difference

PR Breakdown

24 with signals / 50 total PRs

Top AI Tools

coderabbit 10
claude 10

PR Type Breakdown

bugfix 30
feature 11
chore 5
refactor 1

Methodology

Metrics are computed from merged pull request data synced daily from GitHub. AI-related metrics are directional signals inferred from pull request activity patterns and heuristics. Summary metrics use a 30-day rolling window; trends use a 90-day window. Last updated 16 hours, 25 minutes ago.

Updated daily from public GitHub pull requests.

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