How is Netdata delivering recently?

Netdata has 6.04 hours median cycle time, 0.07 hours median review time, and 18 active contributors.

What AI-related signal share does Netdata show?

AI-related signals appear on 93.72% of Netdata pull requests.

How many active contributors does Netdata have?

Netdata has 18 active contributors in the last 90 days.

Netdata Engineering Benchmarks

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

Product Analytics & Observability GitHub

See Your Team's Benchmarks

As of July 27, 2026, Netdata has 972 merged pull requests, 6.0 hours median cycle time, 0.1 hours median review time, and 18 active contributors in the last 90 days. AI-related signals appear on 93.7% of recent work.

PRs with AI-related signals ship 15% faster 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.

copilot-swe-agent
5 PRs (100.0%)

Cycle Time by AI-Related Signals

29.9h

with signals

35.2h

baseline

-15.1%

difference

AI-Related Signals

96.9%

436 of 450 PRs show AI-related signals

Flagship Repositories

Netdata

Repository Comparison

Repository	PRs	AI Signals	Cycle Time	Review Time
Netdata flagship	972	95.8%	12.4h	0.1h

View Analytics Browse Pull Requests

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 36 minutes ago.