How is n8n delivering recently?

n8n has 17.38 hours median cycle time, 0.18 hours median review time, and 129 active contributors.

What AI-related signal share does n8n show?

AI-related signals appear on 26.95% of n8n pull requests.

How many active contributors does n8n have?

n8n has 129 active contributors in the last 90 days.

Overview Analytics Pull Requests

n8n Engineering Benchmarks

Name: n8n Engineering Benchmarks
Creator: Tformance
License: https://creativecommons.org/licenses/by/4.0/

Workflow Automation GitHub

See Your Team's Benchmarks

As of July 27, 2026, n8n has 5,106 merged pull requests, 17.4 hours median cycle time, 0.2 hours median review time, and 129 active contributors in the last 90 days. AI-related signals appear on 27.0% of recent work.

PRs with AI-related signals take 77% 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.

Top AI Coding Agents

Most active AI coding agents in the last 90 days.

cubic-dev-ai
1 PRs (100.0%)

Cycle Time by AI-Related Signals

44.9h

with signals

25.4h

baseline

76.8%

difference

AI-Related Signals

85.9%

2773 of 3229 PRs show AI-related signals

Flagship Repositories

N8N

Repository Comparison

Repository	PRs	AI Signals	Cycle Time	Review Time
N8N flagship	5106	71.5%	16.7h	0.3h

View Analytics Browse Pull Requests

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 40 minutes ago.