Product Analytics & Observability
The product analytics & observability industry averages 28.8% AI adoption across 8 tracked projects.
Organizations
8
Total PRs
46361
Avg AI Adoption
28.8%
Avg Cycle Time
15.0h
Organization Comparison
| Organization | Total PRs | AI Adoption | Cycle Time | Contributors |
|---|---|---|---|---|
| PostHog Analytics | 32549 | 47.4% | 5.9h | 296 |
| Grafana | 7785 | 10.7% | 11.5h | 238 |
| SigNoz | 1658 | 9.2% | 17.8h | 21 |
| Netdata | 1567 | 95.1% | 4.6h | 20 |
| Matomo | 1138 | 3.8% | 24.4h | 14 |
| OpenReplay | 754 | 58.3% | 0.0h | 12 |
| Plausible | 715 | 0.7% | 17.8h | 9 |
| Umami | 195 | 5.6% | 38.2h | 32 |
How We Measure
- Data Source
- Merged pull requests from public GitHub repositories, refreshed daily.
- AI Detection
- Pattern detection plus LLM classification from metadata. Source code content is never accessed.
- Cycle Time
- PR creation to merge. Extreme outliers are excluded.
- Data Threshold
- Organizations must meet a minimum PR threshold to appear in public analytics.