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LangChain vs Pydantic AI

Our take

Pick LangChain if engineers building agents in Python or JS who will read traces when something breaks. Pick Pydantic AI if python teams who already trust Pydantic and will add Logfire when they want a trace. Skip LangChain if no-code ops teams (Zapier / Make) or people who only want a visual canvas (Langflow / Dify). Skip Pydantic AI if teams that want a hosted AgentOS UI without writing the agent (Agno).

LangChain

LangChain

open-source Python/JS framework for LLM

Pydantic AI

Pydantic AI

typed Python agent framework

Best for

LangChain Engineers building agents in Python or JS who will read traces when something breaks

Pydantic AI Write the agent in Python

Free plan

LangChain $0 · langChain / LangGraph: no license fee. You pay model providers

Pydantic AI $0 · 3 projects. 30-day retention. 1 seat + 2 read-only guests. No card

Lowest paid

LangChain LangSmith Plus $39/mo

Pydantic AI Team $49/mo

Next step up

LangChain

Pydantic AI Growth $249/mo

Coding agent

LangChain OSS libraries

Pydantic AI Typed agents

Runs where

LangChain Hosted

Pydantic AI Hosted

Watch out

LangChain OSS is not a studio

Pydantic AI The $0 library is not a $0 model bill

Last checked

LangChain 2026-10-19 · langchain.com/pricing

Pydantic AI 2026-10-22 · pydantic.dev/pricing

Which one, then?

Pick LangChain if

engineers building agents in Python or JS who will read traces when something breaks.

Read the LangChain page

Pick Pydantic AI if

python teams who already trust Pydantic and will add Logfire when they want a trace.

Read the Pydantic AI page

Other comparisons