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CrewAI vs LangChain

Our take

Pick CrewAI if teams who want a crew/flow canvas (or the Python API) and can live with Free’s 50 executions or an Enterprise quote. Pick LangChain if engineers building agents in Python or JS who will read traces when something breaks. Skip CrewAI if people who only want a trace warehouse (Langfuse) or a general LLM studio with published Cloud $ cards (Dify). Skip LangChain if no-code ops teams (Zapier / Make) or

CrewAI

CrewAI

MIT multi-agent framework plus CrewAI

LangChain

LangChain

open-source Python/JS framework for LLM

Best for

CrewAI Crews and flows you can draw or code

LangChain Engineers building agents in Python or JS who will read traces when something breaks

Free plan

CrewAI $0 · mIT. You bring the model

LangChain $0 · langChain / LangGraph: no license fee. You pay model providers

Lowest paid

CrewAI Not published by the vendor

LangChain LangSmith Plus $39/mo

Coding agent

CrewAI Visual Editor canvas

LangChain OSS libraries

Runs where

CrewAI Hosted

LangChain Hosted

Watch out

CrewAI Free Cloud is 50 executions/month

LangChain OSS is not a studio

Last checked

CrewAI 2026-10-19 · crewai.com/pricing

LangChain 2026-10-19 · langchain.com/pricing

Which one, then?

Pick CrewAI if

teams who want a crew/flow canvas (or the Python API) and can live with Free’s 50 executions or an Enterprise quote.

Read the CrewAI page

Pick LangChain if

engineers building agents in Python or JS who will read traces when something breaks.

Read the LangChain page

Other comparisons