Open-source framework for orchestrating role-playing autonomous AI agents in collaborative crews.
Multi-agentTool useMemory
Demo · hover to play
AutoGen vs LangGraphwhich AI ops agent should you pick in 2026?
Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
Multi-agentTool useCodeMemory
AutoGen vs LangGraph — specs
| Spec | AutoGen | LangGraph |
|---|---|---|
| Agent Rank | 72 / 100 (A) | 68 / 100 (B) |
| Autonomy | Autonomous | Autonomous |
| Pricing | Free · OSS | Free · OSS |
| Open source | Yes | Yes |
| Capabilities | Multi-agent, Tool use, Code, Memory | Multi-agent, Tool use, Memory |
| Integrations | 3 apps | 3 apps |
| Verified | Verified | Verified |
| Released | Apr 2024 | Jun 2024 |
Agent Rank breakdown
AutoGen
Agent Rank
72/ 100
- Autonomy fit
- 9
- Capabilities
- 8
- Integrations
- 2
- Pricing value
- 10
- Polish & maturity
- 7
- 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 fit
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 10
- Polish & maturity
- 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?
AutoGen
Pick AutoGen if its specific capabilities (Multi-agent, Tool use) match what you need.
Try AutoGen →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 AutoGen or LangGraph in 2026?+
Pick AutoGen 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 AutoGen for primary work and LangGraph for the workflows where its specific strengths matter.
What's the price difference between AutoGen and LangGraph?+
Both AutoGen 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, AutoGen or LangGraph?+
Both AutoGen 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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