How is Umami delivering recently?

Umami has 38.15 hours median cycle time, 0.74 hours median review time, and 32 active contributors.

What AI-related signal share does Umami show?

AI-related signals appear on 5.56% of Umami pull requests.

How many active contributors does Umami have?

Umami has 32 active contributors in the last 90 days.

Overview Analytics Pull Requests

Umami Engineering Benchmarks

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

Product Analytics & Observability GitHub

See Your Team's Benchmarks

As of October 26, 2026, Umami has 195 merged pull requests, 38.2 hours median cycle time, 0.7 hours median review time, and 32 active contributors in the last 90 days. AI-related signals appear on 5.6% of recent work.

PRs with AI-related signals take 15% 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

73.8h

with signals

64.4h

baseline

14.6%

difference

AI-Related Signals

14.3%

7 of 49 PRs show AI-related signals

Flagship Repositories

Umami

Repository Comparison

Repository	PRs	AI Signals	Cycle Time	Review Time
Umami flagship	195	16.7%	12.2h	0.1h

View Analytics Browse Pull Requests

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 6 hours, 44 minutes ago.