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Head to head · 2026

AutoGen vs LangGraph

Pricing, free plans, ratings, features, pros and cons, side by side. Where one comes out ahead, we mark it.

AutoGen

Microsoft's research framework for agents that talk to each other

4.3Free

Visit AutoGen (opens AutoGen in a new tab)

LangGraph

LangChain's own answer for stateful agents that can loop

4.4Free

Visit LangGraph (opens LangGraph in a new tab)

Who comes out ahead

Based only on the facts in our directory. The right pick still depends on the job you need done.

  • Lower starting price

    Not comparable

    Not comparable: AutoGen does not list a price

  • Free plan

    Tie

    Both have one

  • Higher rating

    LangGraph

    4.3 against 4.4

  • Same job?

    Yes

    Both are AI Infrastructure & Agent Tooling tools

Side by side

Compared onAutoGenLangGraph
Our rating4.34.4Better
Starts atFreeFree
Free planYesYes
CategoryAI Infrastructure & Agent ToolingAI Infrastructure & Agent Tooling
PlansFreeFree
Key features
  • Multi-agent conversation framework for collaborative task solving
  • Open-source Python library from Microsoft Research
  • Customizable agent roles and conversation patterns
  • Influenced many later multi-agent framework designs
  • No hosted service, runs in a developer's own environment
  • Graph-based agent orchestration with support for cycles and loops
  • Explicit state management across multi-step agent behavior
  • Built by LangChain as a production-grade orchestration layer
  • Open-source core library
  • LangGraph Platform for hosted deployment and monitoring
Pros
  • Strong research pedigree as a pioneering multi-agent framework
  • Full code-level control over agent roles and conversation logic
  • Free and open source with an active community
  • Handles loops and retries that linear chain-based approaches can't
  • Explicit state management suits complex, production-grade agents
  • Backed by LangChain's broader ecosystem and community
Cons
  • Requires real Python development skill, not a no-code tool
  • No visual interface or hosted option
  • Underlying LLM API costs apply on top of the free framework
  • Lower-level abstraction means a steeper learning curve than higher-level frameworks
  • Best suited to developers already familiar with LangChain concepts
  • Hosted platform for production deployment is a separate paid product
CompanyMicrosoft, founded 2023LangChain, founded 2024

Prices come from each vendor's pricing page, last checked 20260714. Check the vendor before you buy.

FAQ

Questions people ask

Is AutoGen better than LangGraph?

In our reviews AutoGen scores 4.3 and LangGraph scores 4.4. The better pick depends on the job. AutoGen: Microsoft's research framework for agents that talk to each other. LangGraph: LangChain's own answer for stateful agents that can loop.

Which is cheaper, AutoGen or LangGraph?

AutoGen: free. LangGraph: free.

Do AutoGen and LangGraph have free plans?

Yes, both have a free plan.

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