Grafana Engineering Benchmarks
Product Analytics & Observability
GitHub
As of September 11, 2026, Grafana has 5,953 merged pull requests, 11.6 hours median cycle time, 1.0 hours median review time, and 228 active contributors in the last 90 days. AI-related signals appear on 11.1% 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
53.9h
with signals
46.8h
baseline
15.0%
difference
AI-Related Signals
27.8%
763 of 2747 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Grafana flagship | 5953 | 11.1% | 6.4h | 0.5h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 2 hours, 3 minutes ago.
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