How is Chatwoot delivering recently?

Chatwoot has 17.40 hours median cycle time, 0.21 hours median review time, and 20 active contributors.

What AI-related signal share does Chatwoot show?

AI-related signals appear on 5.21% of Chatwoot pull requests.

How many active contributors does Chatwoot have?

Chatwoot has 20 active contributors in the last 90 days.

Chatwoot Engineering Benchmarks

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

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See Your Team's Benchmarks

As of July 27, 2026, Chatwoot has 614 merged pull requests, 17.4 hours median cycle time, 0.2 hours median review time, and 20 active contributors in the last 90 days. AI-related signals appear on 5.2% of recent work.

PRs with AI-related signals take 101% 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

96.1h

with signals

47.8h

baseline

101.0%

difference

AI-Related Signals

53.2%

173 of 325 PRs show AI-related signals

Flagship Repositories

Chatwoot

Repository Comparison

Repository	PRs	AI Signals	Cycle Time	Review Time
Chatwoot flagship	614	2.4%	17.0h	0.2h

View Analytics Browse Pull Requests

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