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Agno vs LangGraph

Side-by-side comparison with live GitHub signals. Last updated May 22, 2026.

A

Agno

Build, run, and manage agentic software at scale with 38K+ stars

OSSFree
40.3Ktoday432
L

LangGraph

LangChain's framework for building stateful agent graphs — 26K+ stars

OSSFree
32.7Ktoday273
MetricAgnoLangGraph
GitHub Stars40.3K32.7K
Contributors432273
Last CommitMay 21, 2026May 21, 2026
Open Issues931553
Licenseopen-sourceopen-source
Pricingopen-sourceopen-source
Free TierYesYes
Categoryframeworksframeworks
TrendingNoNo

Shared Tags

pythonmulti-agentopen-source

Only in Agno

agent-frameworkfastapiorchestrationtool-usememoryragself-hosted

Only in LangGraph

graphstatefullangchainpersistence

About Agno

Agno is a full-stack platform for agentic software comprising three layers: a Python framework for building agents and teams with memory, knowledge, and 100+ tool integrations; a production-ready FastAPI runtime with 50+ APIs, horizontal scaling, native tracing, and human-in-the-loop approval workflows; and AgentOS, a control plane UI for monitoring and managing deployed agents. Supports per-user and per-session isolation, role-based access control, guardrails, evaluations, and immutable audit trails. All data stays in your database — no vendor lock-in.

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About LangGraph

LangGraph is LangChain's framework for building stateful, multi-actor agent applications as graphs. Define agents as nodes and their interactions as edges, with built-in persistence, streaming, human-in-the-loop, and time-travel debugging. The standard for production agent orchestration in the LangChain ecosystem.

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