Netdata Engineering Benchmarks
Product Analytics & Observability
GitHub
As of September 11, 2026, Netdata has 1,240 merged pull requests, 5.7 hours median cycle time, 0.1 hours median review time, and 19 active contributors in the last 90 days. AI-related signals appear on 94.1% of recent work.
PRs with AI-related signals ship 47% 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
3 PRs (100.0%)
Cycle Time by AI-Related Signals
29.5h
with signals
55.7h
baseline
-47.0%
difference
AI-Related Signals
99.1%
577 of 582 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Netdata flagship | 1240 | 98.5% | 6.8h | 0.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 34 minutes ago.
See Your Team's Benchmarks