Coolify Engineering Benchmarks

Coolify · GitHub · Updated September 11, 2026

Coolify delivery benchmarks are based on 134 merged pull requests in the last 30 days (833 all-time), with 1.1 hours median cycle time, 0.7 hours median review time, and 32 active contributors. AI-related signals appear on 20.2% of recent work. PR volume is up 253% compared to the prior period.

Median Cycle Time
1.1h
PR open to merge
Median Review Time
0.7h
first review to approval
AI-Related Signals
20.2%
directional signal across recent PRs
Best Signal Growing Cadence
+253%
PR volume up 253% vs prior period

Repo vs Coolify Average

-6.6pp
AI Signals
-0.1h
Cycle Time
-1.7h
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

42.1h
with signals
12.8h
baseline
227.9%
difference

PR Breakdown

40 with signals / 139 total PRs

Top AI Tools

coderabbit 11
claude 9
claude_code 6
ai_generic 6
chatgpt 2

PR Type Breakdown

unknown 76
bugfix 48
feature 7
chore 2
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 2 hours, 2 minutes ago.

Updated daily from public GitHub pull requests.

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