SigNoz Engineering Benchmarks
Product Analytics & Observability
GitHub
As of September 11, 2026, SigNoz has 1,468 merged pull requests, 17.8 hours median cycle time, 3.6 hours median review time, and 24 active contributors in the last 90 days. AI-related signals appear on 9.3% of recent work.
PRs with AI-related signals take 26% 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
77.4h
with signals
61.6h
baseline
25.7%
difference
AI-Related Signals
10.7%
63 of 587 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Signoz flagship | 1468 | 3.6% | 21.5h | 4.9h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 2 hours, 3 minutes ago.
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