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Head-to-head comparison

AutoGen vs LangGraph

Compare AutoGen and LangGraph side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.

AutoGen logo
AutoGen
agent-frameworks

Microsoft's multi-agent conversation framework (now in maintenance mode).

Pricing
Free
Rating
—
Votes
0

Feature comparison

Feature
AutoGen
LangGraph
Category
agent-frameworks
agent-frameworks
Pricing
Free
Free plan
Free plan
API access
Mobile app
Browser extension
Team collaboration
Custom training
Self-hosted option
Offline mode
Multi-language support

AutoGen pros and cons

Pioneered accessible multi-agent conversation patterns
Free and open source
Backed by Microsoft Research with strong documentation
0.4 architecture is asynchronous and more observable
In maintenance mode as of 2026, no new feature focus
Microsoft steers new projects to the Agent Framework
Multiple version lines (0.2 vs 0.4/0.7) cause confusion

LangGraph pros and cons

Explicit, debuggable control over agent state and flow
MIT-licensed core, free to self-host
Model-agnostic, not tied to one LLM vendor
Strong support for cycles, checkpointing, and human-in-the-loop
Steeper learning curve than high-level agent builders
Requires comfort with graph and state concepts
Paid platform and observability are separate products

Which one should you choose?

Best overall signal
LangGraph

Selected using Toolglade popularity signals such as views and votes.

Best value signal
AutoGen

Selected using free-plan availability and engagement signals.

Best for

AutoGen

  • multi-agent conversations
  • research prototyping
  • code-generation agents
  • agent collaboration patterns
  • Teams already running AutoGen in production

LangGraph

  • stateful multi-agent systems
  • human-in-the-loop workflows
  • production agent control
  • long-running agent tasks
  • Engineering teams building production agents

FAQ

Is AutoGen better than LangGraph?

It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.

Which tool has a free plan?

AutoGen and LangGraph offer a free plan based on current Toolglade data.

Where can I find alternatives?

View AutoGen alternatives or view LangGraph alternatives.