GradiovsLangflow

Full side-by-side comparison — features, pricing, platforms, and which one wins in 2026.

Gradio

Developer Tools

Build and share machine learning demos easily

Langflow

Automation Platforms

Visual framework for building multi-agent AI apps

FeatureGradioLangflow
CategoryDeveloper ToolsAutomation Platforms
PricingFree (open-source)Free (open-source) + Cloud
GitHub Stars
35k
35k
PlatformsLinux, macOS, Windows, WebLinux, macOS, Windows, Docker, Web
Key Features
  • ML demos
  • API generation
  • Sharing
  • Custom components
  • Hugging Face integration
  • Visual builder
  • Drag-and-drop
  • Component library
  • API export
  • Multi-model
Pros
  • + Easiest ML demo creation
  • + Auto-generated UI
  • + Hugging Face integration
  • + API generation
  • + One-line sharing
  • + Intuitive visual builder
  • + LangChain ecosystem integration
  • + Easy prototyping
  • + Export as Python code
  • + Growing component library
Cons
  • Limited UI customization
  • Not for complex apps
  • Can be slow with large models
  • Basic styling options
  • Tied to LangChain ecosystem
  • Limited for very custom logic
  • Can be slow for complex flows
  • Still maturing
Tags
mldemopythonopen-source
no-codevisuallangchainopen-source

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