Pyyan / Compare / LangGraph vs DSPy vs Pydantic AI

LangGraph vs DSPy vs Pydantic AI

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Agent Frameworks · verified 13 Aug 2026

×LangGraphLangChaincurrent
×SDSPyStanford NLPcurrent
×Pydantic AIPydanticcurrent
2 slots left
SpecificationLangGraphDSPyPydantic AI
SummaryMost battle-tested for stateful production.Compiles prompts instead of hand-writing them.Type-safe, schema-validated agents.
ModelGraphCompilerTyped
LanguagePython, JSPythonPython
StatusActiveActiveActive
CategoryAgent FrameworksAgent FrameworksAgent Frameworks
OfficialLangChainStanford NLPPydantic

Highlighted rows are where these differ.

LangGraph

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

Best for production.

Full spec sheet →

DSPy

  • ~23k stars
  • Built-in ReAct and agent loops

Best for optimisation.

Full spec sheet →

Pydantic AI

Type-safe, schema-validated agents.

Best for predictable output.

Full spec sheet →