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AutoGen vs LangGraphwhich AI ops agent should you pick in 2026?

AutoGen

Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.

⚙️OpsAutonomousOpen source
Multi-agentTool useCodeMemory
LangGraph

LangChain's stateful multi-agent framework — graph-based orchestration with persistence and human-in-the-loop.

⚙️OpsAutonomousOpen source
Multi-agentTool useMemory

AutoGen vs LangGraph — specs

SpecAutoGenLangGraph
Agent Rank73 / 100 (A)68 / 100 (B)
AutonomyAutonomousAutonomous
PricingFree · OSSFree · OSS
Open sourceYesYes
CapabilitiesMulti-agent, Tool use, Code, MemoryMulti-agent, Tool use, Memory
Integrations3 apps3 apps
VerifiedVerifiedVerified
ReleasedApr 2024Jun 2024

Categories: AutoGen → Ops · LangGraph → Ops

Agent Rank breakdown

AutoGen
Agent Rank
73/ 100
AA-tier
Autonomie
9
Fähigkeiten
8
Integrationen
2
Preise
10
Reife
8
Verifizierbarkeit
7

Automatisch berechnet aus Autonomie, Fähigkeiten, Integrationen, Preisen, Reife und redaktioneller Verifizierung. Bei jedem Deploy aktualisiert. Wie wird das berechnet?

LangGraph
Agent Rank
68/ 100
BB-tier
Autonomie
9
Fähigkeiten
6
Integrationen
2
Preise
10
Reife
7
Verifizierbarkeit
7

Automatisch berechnet aus Autonomie, Fähigkeiten, Integrationen, Preisen, Reife und redaktioneller Verifizierung. Bei jedem Deploy aktualisiert. Wie wird das berechnet?

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 →

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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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Want the real monthly cost at your volume? Run the TCO calculator →
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AutoGen vs LangGraph (2026): which AI ops agent wins? · AI Agent Rank