Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
Multi-agentTool useCodeMemory
CrewAI vs LangGraphwhich AI ops agent should you pick in 2026?
Open-source framework for orchestrating role-playing autonomous AI agents in collaborative crews.
Multi-agentTool useMemory
CrewAI vs LangGraph — specs
| Spec | CrewAI | LangGraph |
|---|---|---|
| Agent Rank | 70 / 100 (B) | 68 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Free · OSS | Free · OSS |
| Open source | Yes | Yes |
| Capabilities | Multi-agent, Tool use, Memory | Multi-agent, Tool use, Memory |
| Integrations | 4 apps | 3 apps |
| Verified | Verified | Verified |
| Released | Jan 2024 | Jun 2024 |
Agent Rank breakdown
CrewAI
Agent Rank
70/ 100
- Autonomy
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing
- 10
- Polish
- 8
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
LangGraph
Agent Rank
68/ 100
- Autonomy
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing
- 10
- Polish
- 7
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Which one should you pick?
CrewAI
Pick CrewAI if its specific capabilities (Multi-agent, Tool use) match what you need.
Try CrewAI →LangGraph
Pick LangGraph if its specific capabilities (Multi-agent, Tool use) match what you need.
Try LangGraph →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick CrewAI or LangGraph in 2026?+
Pick CrewAI if its specific capabilities (Multi-agent, Tool use) match what you need. Pick LangGraph if its specific capabilities (Multi-agent, Tool use) match what you need. Most working teams running both can use CrewAI for primary work and LangGraph for the workflows where its specific strengths matter.
What's the price difference between CrewAI and LangGraph?+
Both CrewAI and LangGraph start in the same pricing range (Free · OSS vs Free · OSS). Total cost of ownership depends on your team size and volume — see the TCO calculator for your specific math.
Which is more autonomous, CrewAI or LangGraph?+
Both CrewAI and LangGraph are Autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.
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Multi-agentTool use
Open-source workflow automation with first-class AI agent nodes — self-host or use cloud.
Tool useMemoryMulti-agentDemo · hover to play
See more alternatives: alternatives to CrewAI · alternatives to LangGraph
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