Agent Frameworks · Head-to-head
crewAI vs LangGraph
crewAI and LangGraph are both agent frameworks. crewAI is Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks, while LangGraph is langChain's low-level orchestration framework for stateful, controllable agents. Here's an independent, side-by-side look at how they compare — and which fits.
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Visit crewAI →LangChain's low-level orchestration framework for stateful, controllable agents.
Visit LangGraph →crewAI and LangGraph take different routes to the same job: one is a commercial product, the other open-source and self-hostable. Choose based on whether you want a managed experience or full control.
Side by side
| Spec | crewAI | LangGraph |
|---|---|---|
| Type | Framework | Framework |
| Model | Open source | Commercial |
| Pricing | Open source | Freemium |
| GitHub stars | 57,184 | — |
| Language | Python | — |
| License | MIT | — |
| Last activity | Aug 2026 | — |
Key differences
- LangGraph is a commercial product; crewAI is open-source and self-hostable.
- Pricing model differs — crewAI is open source, LangGraph is freemium.
Orchestrating role-based multi-agent crews in Python with an approachable API.
Production agents that need controllable, stateful, graph-based orchestration.
About crewAI
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Full crewAI profile →About LangGraph
LangChain's low-level orchestration framework for stateful, controllable agents.
Full LangGraph profile →Frequently asked
- What's the main difference between crewAI and LangGraph?
- LangGraph is a commercial product; crewAI is open-source and self-hostable.
- Is crewAI or LangGraph better?
- Neither is universally better. crewAI is the stronger fit for Orchestrating role-based multi-agent crews in Python with an approachable API; LangGraph for Production agents that need controllable, stateful, graph-based orchestration. Use the side-by-side specs to decide by your own constraints.
- Is crewAI or LangGraph free?
- crewAI is free to run and self-host; LangGraph is free to start (freemium), with paid tiers.
- Which is more popular, crewAI or LangGraph?
- We rank open-source projects by GitHub adoption, but at least one of these is a commercial product and stars don't measure commercial adoption — so compare them on capabilities and pricing instead.
More agent frameworks comparisons
- CrewAI Platform vs LangGraph
- langchain vs LangGraph
- LangGraph vs ruflo
- autogen vs LangGraph
- LangGraph vs pydantic-ai
- eliza vs LangGraph