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Agent Frameworks · Head-to-head

LangGraph vs ruflo

LangGraph and ruflo are both agent frameworks. LangGraph is LangChain's low-level orchestration framework for stateful, controllable agents, while ruflo is the leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Here's an independent, side-by-side look at how they compare — and which fits.

LangGraph

Framework· Freemium

LangChain's low-level orchestration framework for stateful, controllable agents.

Visit LangGraph
ruflo

Framework· Open source

The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems.

Visit ruflo

Bottom line

LangGraph and ruflo take different routes to the same job: one is a commercial product, the other open-source and self-hostable. Choose based on whether you want a managed experience or full control.

Building one yourself? How to choose an agent framework

Side by side

SpecLangGraphruflo
TypeFrameworkFramework
ModelCommercialOpen source
PricingFreemiumOpen source
GitHub stars68,032
LanguageTypeScript
LicenseMIT
Last activityAug 2026

Key differences

  • LangGraph is a commercial product; ruflo is open-source and self-hostable.
  • Pricing model differs — LangGraph is freemium, ruflo is open source.

Choose LangGraph if

Production agents that need controllable, stateful, graph-based orchestration.

Choose ruflo if

Adding tools, memory, loops, and sandboxes on top of Claude Code or Codex.

About LangGraph

LangChain's low-level orchestration framework for stateful, controllable agents.

Full LangGraph profile →

About ruflo

The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, RAG integration, and native Claude Code / Codex / Hermes and many more Integrated

Full ruflo profile →

Frequently asked

What's the main difference between LangGraph and ruflo?
LangGraph is a commercial product; ruflo is open-source and self-hostable.
Is LangGraph or ruflo better?
Neither is universally better. LangGraph is the stronger fit for Production agents that need controllable, stateful, graph-based orchestration; ruflo for Adding tools, memory, loops, and sandboxes on top of Claude Code or Codex. Use the side-by-side specs to decide by your own constraints.
Is LangGraph or ruflo free?
LangGraph is free to start (freemium), with paid tiers; ruflo is free to run and self-host.
Which is more popular, LangGraph or ruflo?
We rank open-source projects by GitHub adoption, but at least one of these is a commercial product and stars don't measure commercial adoption — so compare them on capabilities and pricing instead.
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