SigNoz Engineering Benchmarks
Product Analytics & Observability
GitHub
As of July 27, 2026, SigNoz has 1,201 merged pull requests, 18.5 hours median cycle time, 3.9 hours median review time, and 34 active contributors in the last 90 days. AI-related signals appear on 10.6% of recent work.
PRs with AI-related signals take 55% 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
90.2h
with signals
58.1h
baseline
55.2%
difference
AI-Related Signals
10.1%
61 of 605 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Signoz flagship | 1201 | 5.3% | 19.3h | 7.3h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 40 minutes ago.
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