LangGraph vs CrewAI
An honest side-by-side — what each is best for, and what it isn't.
The short verdict
Choose LangGraph if you want Developers building production agents needing fine control. — it's open source and technical to set up. Choose CrewAI if you need Developers building custom multi-agent systems with full control. instead. Skip LangGraph if you can't code..
| LangGraph | CrewAI | |
|---|---|---|
| Best for | Developers building production agents needing fine control. | Developers building custom multi-agent systems with full control. |
| Not best for | Non-technical users wanting an app. | Non-technical users wanting a polished app. |
| Pricing | Open source | Open source |
| Setup | Technical | Technical |
| Free tier | Yes | Yes |
| Runs on | — | your computer, a VPS / self-host |
LangGraph vs CrewAI: common questions
Is LangGraph better than CrewAI?
Neither is universally better — it depends on your use case. LangGraph is best for Developers building production agents needing fine control., while CrewAI is best for Developers building custom multi-agent systems with full control.. The breakdown above compares them on pricing, setup, models, connectors, and where they run.
LangGraph vs CrewAI: which is cheaper?
LangGraph is Open source and offers a free tier. CrewAI is Open source and offers a free tier. Your real cost depends on usage — check each agent's profile for current pricing.
What is the easiest to set up, LangGraph or CrewAI?
LangGraph is rated "Technical" to set up and runs on —. CrewAI is rated "Technical" and runs on your computer, a VPS / self-host.
Compare with other agents
| LangGraph LangChain | CrewAI CrewAI | |
|---|---|---|
| Best for | Developers building production agents needing fine control. | Developers building custom multi-agent systems with full control. |
| Not best for | Non-technical users wanting an app. | Non-technical users wanting a polished app. |
| Category | Developer Frameworks | Developer Frameworks |
| Pricing | Open source | Open source |
| Setup | Technical | Technical |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Best user | Developer | Developer |
| Runs where | — | Local, VPS/self-host |
| Models | OpenAI / ChatGPT, Claude, Multi-model | OpenAI / ChatGPT, Claude, Ollama, Multi-model |
| Connectors | APIs | GitHub, APIs |
| Open source | ||
| Self-hosted | ||
| API available | ||
| Free tier | ||
| Don't use if | You can't code. | You can't write Python or run code locally. |