Database Infrastructure

Name: Database Infrastructure Engineering Benchmarks
Creator: Tformance
License: https://creativecommons.org/licenses/by/4.0/

The database infrastructure industry averages 10.4% AI adoption across 3 tracked projects.

Organizations

Total PRs

1056

Avg AI Adoption

10.4%

Avg Cycle Time

19.0h

Organization Comparison

Organization	Total PRs	AI Adoption	Cycle Time	Contributors
QuestDB	493	30.1%	25.1h	19
SurrealDB	457	1.1%	13.3h	2
Neon	106	0.0%	18.6h	0

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.