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 are both open-source agent frameworks you can self-host for free. They're closely matched, so the choice comes down to language, license, and which approach fits your workflow. Neither is universally better — pick by fit.
Side by side
| Spec | crewAI | LangGraph |
|---|---|---|
| Type | Framework | Framework |
| Model | Open source | Open source |
| Pricing | Open source | Open source |
| GitHub stars | 59,135 | 42,413 |
| Language | Python | Python |
| License | MIT | MIT |
| Last activity | Sep 2026 | Sep 2026 |
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
LangGraph is LangChain's open-source, low-level orchestration framework for long-running, stateful agents. It provides durable execution that resumes where it left off after failures, human-in-the-loop inspection and editing of agent state, short-term and long-term memory, and deployment infrastructure, with LangSmith for tracing. Deep Agents is a higher-level package built on it, and LangGraph.js covers JavaScript and TypeScript.
Full LangGraph profile →Frequently asked
- What's the main difference between crewAI and LangGraph?
- Both are agent frameworks built for a similar job; the differences are subtle — compare them on adoption, language, and license in the table above.
- 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 run and self-host. Both are free to self-host — you only pay for the infrastructure and any model or API usage.
- Which is more popular, crewAI or LangGraph?
- By GitHub stars — a proxy for open-source adoption — crewAI is ahead (59k vs 42k). Stars measure attention, not necessarily the better fit for you.
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