Pyyan / Compare / AutoGen vs LangGraph

AutoGen vs LangGraph

2 of 5

Agent Frameworks · verified 13 Aug 2026

AutoGenMicrosoftdeprecated
LangGraphLangChaincurrent
3 slots left
SpecificationAutoGenLangGraph
SummarySuperseded by Microsoft Agent Framework.Most battle-tested for stateful production.
ModelConversationGraph
LanguagePythonPython, JS
StatusMaintenanceActive
CategoryAgent FrameworksAgent Frameworks
OfficialMicrosoftLangChain

Highlighted rows are where these differ.

AutoGen

  • Moved to maintenance mode
  • Migrate to Microsoft Agent Framework

Best for migrating away.

Full spec sheet →

LangGraph

  • Conditional branches, loops, parallel paths
  • Steepest learning curve

Best for production.

Full spec sheet →