SigNoz Engineering Benchmarks
Product Analytics & Observability
GitHub
As of October 26, 2026, SigNoz has 1,658 merged pull requests, 17.8 hours median cycle time, 3.7 hours median review time, and 21 active contributors in the last 90 days. AI-related signals appear on 9.2% of recent work.
PRs with AI-related signals ship 14% 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.
Cycle Time by AI-Related Signals
58.5h
with signals
68.3h
baseline
-14.3%
difference
AI-Related Signals
11.1%
49 of 443 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Signoz flagship | 1658 | 14.4% | 16.0h | 3.8h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 6 hours, 46 minutes ago.
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