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Head-to-head comparison

LangGraph vs Agno

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

Agno logo
Agno
agent-frameworks

High-performance Python framework for building multi-agent systems and AgentOS

Pricing
Free plan
Rating
Votes
0

Feature comparison

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

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

Agno pros and cons

Performance-focused, Python-first design
Full local control plane free of charge
Flat pricing with no token or egress fees
Built-in knowledge, memory, and evals
Python-only framework
Pro plan starts relatively high at $150/month
Additional connections and seats add up

Which one should you choose?

Best overall signal
LangGraph

Selected using Toolglade popularity signals such as views and votes.

Best value signal
LangGraph

Selected using free-plan availability and engagement signals.

Best for

LangGraph

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

Agno

  • multi-agent systems
  • agent observability
  • RAG-powered agents
  • Python teams building agents
  • Teams wanting predictable flat pricing

FAQ

Is LangGraph better than Agno?

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

Which tool has a free plan?

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

Where can I find alternatives?

View LangGraph alternatives or view Agno alternatives.