Grafana Engineering Benchmarks
Product Analytics & Observability
GitHub
As of June 3, 2026, Grafana has 2,902 merged pull requests, 6.8 hours median cycle time, 1.1 hours median review time, and 217 active contributors in the last 90 days. AI-related signals appear on 8.6% of recent work.
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
36.9h
with signals
35.1h
baseline
5.3%
difference
AI-Related Signals
20.4%
564 of 2759 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Grafana flagship | 2902 | 8.5% | 5.6h | 1.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 27 minutes ago.
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