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 18.7% AI adoption across 9 tracked projects.

Organizations

Total PRs

12600

Avg AI Adoption

18.7%

Avg Cycle Time

6.0h

Organization Comparison

Organization	Total PRs	AI Adoption	Cycle Time	Contributors
LobeChat	3690	26.4%	1.8h	45
Dify	3566	3.3%	2.4h	146
LangChain	1843	7.2%	0.6h	41
Open WebUI	953	10.2%	13.8h	44
Ollama	755	4.5%	3.0h	17
Jan	749	3.0%	1.9h	14
Flowise	481	7.5%	20.6h	9
Continue	448	86.3%	8.3h	2
Anthropic	115	20.3%	1.7h	19

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.