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