LangGraph vs CrewAI
Side-by-side comparison of LangGraph and CrewAI for agent frameworks. Pricing, features, FAQ, and honest take from a developer who ships with both ecosystems.
Short answer
LangGraph vs CrewAI: which should you pick?
LangGraph and CrewAI are both agent frameworks options. The practical choice is usually ecosystem fit: LangGraph if your team is already close to LangChain, CrewAI if you prefer CrewAI's workflow and integrations.
Choose LangGraph if
you want the LangChain ecosystem fit and can accept its pricing, workflow, and integration model.
Choose CrewAI if
you want the CrewAI ecosystem fit and prefer its approach to agent frameworks.
LangGraph
by LangChain
LangGraph is a agent frameworks solution from LangChain. Teams choose it for its ecosystem fit and LangChain integrations.
CrewAI
by CrewAI
CrewAI is a agent frameworks solution from CrewAI. Teams choose it for its ecosystem fit and CrewAI integrations.
Feature Comparison
| Feature | LangGraph | CrewAI |
|---|---|---|
| Category | Agent Frameworks | Agent Frameworks |
| Vendor | LangChain | CrewAI |
| Best For | Teams that prefer LangGraph for agent frameworks | Teams that prefer CrewAI for agent frameworks |
| Pricing | See LangChain for current pricing | See CrewAI for current pricing |
| Open Source | See vendor | See vendor |
FAQ
What is the difference between LangGraph and CrewAI?
LangGraph is built by LangChain; CrewAI is built by CrewAI. Both compete in the agent frameworks category but take different approaches to architecture, pricing, and developer experience.
Which is better, LangGraph or CrewAI?
It depends on your stack and budget. Pick LangGraph if your team is already in the LangChain ecosystem. Pick CrewAI if you prefer CrewAI's approach to agent frameworks.
How much does LangGraph cost?
LangGraph pricing varies by usage and plan. Check the official LangChain site for the latest tiers.
How much does CrewAI cost?
CrewAI pricing varies by usage and plan. Check the official CrewAI site for the latest tiers.
Can I migrate from LangGraph to CrewAI?
Most teams can migrate between LangGraph and CrewAI with moderate effort. The complexity depends on how deeply integrated each tool is with the rest of your agent frameworks stack.
Going deeper
Want to ship something real with LangGraph or CrewAI? DD Crew - Multi-agent orchestration for shipping teams.
