Coolify Engineering Benchmarks

Coolify · GitHub · Updated October 26, 2026

Coolify delivery benchmarks are based on 80 merged pull requests in the last 30 days (956 all-time), with 0.7 hours median cycle time, 10.4 hours median review time, and 5 active contributors. AI-related signals appear on 12.5% of recent work. PR volume is up 3% compared to the prior period.

Median Cycle Time
0.7h
PR open to merge
Median Review Time
10.4h
first review to approval
AI-Related Signals
12.5%
directional signal across recent PRs
Best Signal Fast Delivery
41m
Median cycle time of 41m

Repo vs Coolify Average

-11.7pp
AI Signals
-0.1h
Cycle Time
+7.9h
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

21.9h
with signals
19.3h
baseline
13.7%
difference

PR Breakdown

13 with signals / 83 total PRs

Top AI Tools

claude_code 8
cursor 2
coderabbit 2
claude 2

PR Type Breakdown

unknown 75
feature 3
bugfix 2

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 12 hours, 18 minutes ago.

Updated daily from public GitHub pull requests.

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