LangGraph vs CrewAI
LangGraph models an agent as an explicit graph/state machine and treats durable execution and human-in-the-loop as first-class primitives; CrewAI models a system as a crew of role-playing agents. Both are MIT-licensed Python projects.
| LangGraph | CrewAI | |
|---|---|---|
| Programming model | Explicit graph / state machine | Role-based agent crews |
| License | MIT | MIT |
| Primary language | Python | Python |
| Durable execution | First-class primitive | Not verified here |
| Human-in-the-loop | First-class primitive | Not verified here |
| GitHub stars | Not disclosed (commonly confused with langchain monorepo) | ~57,000 (2026-08) |
| Self-hosted | Yes | Yes |
FAQ
LangGraph vs CrewAI: what is the main difference?
LangGraph models an agent as an explicit graph/state machine and treats durable execution and human-in-the-loop as first-class primitives; CrewAI models a system as a crew of role-playing agents. Both are MIT-licensed Python projects.
How do LangGraph and CrewAI compare on Programming model?
LangGraph: Explicit graph / state machine. CrewAI: Role-based agent crews.
How do LangGraph and CrewAI compare on License?
LangGraph: MIT. CrewAI: MIT.
How do LangGraph and CrewAI compare on Primary language?
LangGraph: Python. CrewAI: Python.
How do LangGraph and CrewAI compare on Durable execution?
LangGraph: First-class primitive. CrewAI: Not verified here.
How do LangGraph and CrewAI compare on Human-in-the-loop?
LangGraph: First-class primitive. CrewAI: Not verified here.
How do LangGraph and CrewAI compare on GitHub stars?
LangGraph: Not disclosed (commonly confused with langchain monorepo). CrewAI: ~57,000 (2026-08).
How do LangGraph and CrewAI compare on Self-hosted?
LangGraph: Yes. CrewAI: Yes.