Agno vs LangGraph

Pick two tools from the same category to compare side-by-side.

	Agno Python framework and high-performance runtime for building and running multi-agent systems.	LangGraph Graph-based agent orchestration framework from the LangChain team.
Category	framework	framework
Vendor type	hybrid	hybrid
Pricing	freemium	freemium
Strengths	+ High-performance runtime with low instantiation and memory overhead + Batteries-included memory, knowledge, and tool integrations + Production features like tracing, scheduling, and RBAC + Single Pythonic API spanning single-agent to multi-agent systems	+ Explicit, debuggable graph model for complex flows + Mature Python ecosystem + Tight LangSmith integration
Tradeoffs	− Rapid evolution and the Phidata-to-Agno rebrand can date older guides − Broad feature surface adds conceptual overhead for simple use cases	− Steeper learning curve than linear agent SDKs − LangChain abstractions are opinionated
Used in stacks	0	5