Pyyan / Compare / DSPy vs LangGraph vs Pydantic AI

DSPy vs LangGraph vs Pydantic AI

3 of 5

Agent Frameworks · verified 13 Aug 2026

×SDSPyStanford NLPcurrent
×LangGraphLangChaincurrent
×Pydantic AIPydanticcurrent
2 slots left
SpecificationDSPyLangGraphPydantic AI
SummaryCompiles prompts instead of hand-writing them.Most battle-tested for stateful production.Type-safe, schema-validated agents.
ModelCompilerGraphTyped
LanguagePythonPython, JSPython
StatusActiveActiveActive
CategoryAgent FrameworksAgent FrameworksAgent Frameworks
OfficialStanford NLPLangChainPydantic

Highlighted rows are where these differ.

DSPy

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

Best for optimisation.

Full spec sheet →

LangGraph

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

Best for production.

Full spec sheet →

Pydantic AI

Type-safe, schema-validated agents.

Best for predictable output.

Full spec sheet →