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 17.7% AI adoption across 9 tracked projects.

Organizations

Total PRs

9357

Avg AI Adoption

17.7%

Avg Cycle Time

5.8h

Organization Comparison

Organization	Total PRs	AI Adoption	Cycle Time	Contributors
Dify	2434	2.3%	2.6h	182
LobeChat	2256	21.8%	1.6h	43
LangChain	1609	6.5%	0.7h	69
Open WebUI	754	3.0%	10.7h	57
Jan	680	3.0%	1.6h	39
Ollama	626	3.7%	2.2h	20
Flowise	460	8.1%	20.6h	33
Continue	437	89.1%	9.3h	17
Anthropic	101	22.0%	2.8h	18

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.