Netdata Engineering Benchmarks
Product Analytics & Observability
GitHub
As of October 26, 2026, Netdata has 1,567 merged pull requests, 4.6 hours median cycle time, 0.1 hours median review time, and 20 active contributors in the last 90 days. AI-related signals appear on 95.1% of recent work.
PRs with AI-related signals ship 37% 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
27.0h
with signals
43.1h
baseline
-37.4%
difference
AI-Related Signals
98.8%
582 of 589 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Netdata flagship | 1567 | 97.5% | 8.3h | 0.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 39 minutes ago.
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