AI & LLM Tools

Name: AI & LLM Tools Engineering Benchmarks
Creator: Tformance
License: https://creativecommons.org/licenses/by/4.0/

The ai & llm tools industry averages 22.9% AI adoption across 9 tracked projects.

Organizations

Total PRs

19804

Avg AI Adoption

22.9%

Avg Cycle Time

5.7h

Organization Comparison

Organization	Total PRs	AI Adoption	Cycle Time	Contributors
LobeChat	6358	39.8%	2.8h	38
Dify	5859	6.9%	2.6h	214
LangChain	2332	9.2%	0.9h	69
Open WebUI	2086	29.8%	9.5h	41
Jan	1069	3.4%	2.0h	11
Ollama	1019	5.8%	3.2h	19
Flowise	492	7.2%	20.7h	4
Continue	448	86.3%	8.3h	0
Anthropic	141	17.8%	1.3h	12

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.