CrewAI vs LangGraph
Compare these two AI Agents tools side-by-side to find the best fit for your project.
CrewAI
AI Agents
8.5/10
Multi-agent orchestration platform for building AI crews with role-based delegation, workflows, testing, tracing, and enterprise deployment controls.
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LangGraph
AI Agents
8.5/10
Stateful orchestration runtime for controllable agent systems with durable execution, human checkpoints, memory, and support for complex multi-agent graphs.
Visit SiteQuick Verdict
Choose CrewAI if:
- Role-based Agents
- Inter-agent Communication
- Task Decomposition
Choose LangGraph if:
- Agent Orchestration
- Tool Integration
- Memory Management
Feature Comparison
| Feature | CrewAI | LangGraph |
|---|---|---|
| Category | AI Agents | AI Agents |
| Pricing Model | Subscription | Free |
| Starting Price | $25/mo | Free |
| Rating | 8.5/10 | 8.5/10 |
| Complexity | Intermediate | Advanced |
| AI Models | OpenAI, Anthropic Claude, Google Gemini, Open-Source Models, Multi-provider | OpenAI, Anthropic Claude, Google Gemini, Open-Source Models, Multi-provider |
| Integrations | GitHub, Kubernetes, OpenAI, LangChain | Vercel, AWS, n8n, OpenAI, Anthropic |
| Best For | Teams creating role-based multi-agent systems where specialized agents collaborate on complex projects. | Developers building stateful, multi-step agent workflows with cycles, branching, and human-in-the-loop control. |
CrewAI
Pros
- Role-based Agents
- Inter-agent Communication
- Task Decomposition
- Shared Context
Considerations
- May require setup time
- Check pricing for your scale
LangGraph
Pros
- Agent Orchestration
- Tool Integration
- Memory Management
- Multi-step Reasoning
Considerations
- Steeper learning curve
- Check pricing for your scale