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LangGraph vs Pydantic AI

Two agent frameworks tools for AI agents, side by side. Facts come from each tool's own site.

LangGraph

langchain.com

Agent orchestration framework with durable execution and human-in-the-loop.

Open sourceNew
Visit LangGraph

Pydantic AI

pydantic.dev

Type-safe Python agent framework from the Pydantic team.

Open sourceNew
Visit Pydantic AI
LangGraph compared with Pydantic AI
LangGraphPydantic AI
What it doesAgent orchestration framework with durable execution and human-in-the-loop.Type-safe Python agent framework from the Pydantic team.
In their wordsLangGraph: Agent Orchestration Framework for Reliable AI AgentsPydantic AI | Pydantic Docs
Open sourceYesYes
Websitelangchain.compydantic.dev
Link checked2026-10-162026-10-16

More options:Alternatives to LangGraphAlternatives to Pydantic AIGuide: Best AI agent frameworks

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