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AutoGen vs LangChain

Our take

Pick AutoGen if engineers prototyping multi-agent apps who want a canvas before they commit to YAML. Pick LangChain if engineers building agents in Python or JS who will read traces when something breaks. Skip AutoGen if people who want a hosted research composer (Elicit) or a visual LLM app studio with a Cloud SKU (Dify). Skip LangChain if no-code ops teams (Zapier / Make) or people who only want a visual canvas

AutoGen

AutoGen

Microsoft’s multi-agent framework plus

LangChain

LangChain

open-source Python/JS framework for LLM

Best for

AutoGen Compose a team of agents and run them

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

Free plan

AutoGen $0 · mIT code. You bring an LLM API key or a local model

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

Lowest paid

AutoGen Not published by the vendor

LangChain LangSmith Plus $39/mo

Coding agent

AutoGen Agents / models / tools / terminations

LangChain OSS libraries

Runs where

AutoGen Hosted

LangChain Hosted

Watch out

AutoGen Studio is not “free AI.”

LangChain OSS is not a studio

Last checked

AutoGen 2026-10-19 · microsoft.github.io/autogen/stable/user-guide

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

Which one, then?

Pick AutoGen if

engineers prototyping multi-agent apps who want a canvas before they commit to YAML.

Read the AutoGen page

Pick LangChain if

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

Read the LangChain page

Other comparisons