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n8n Engineering Benchmarks

Workflow Automation GitHub
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As of June 3, 2026, n8n has 3,062 merged pull requests, 17.4 hours median cycle time, 0.1 hours median review time, and 97 active contributors in the last 90 days. AI-related signals appear on 7.8% of recent work.

PRs with AI-related signals take 31% 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

54.9h
with signals
41.8h
baseline
31.4%
difference

AI-Related Signals

71.5%
1587 of 2221 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
N8N flagship 3062 8.3% 16.9h 0.1h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 23 minutes ago.

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