GradiovsStreamlit

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

Gradio

Developer Tools

Build and share machine learning demos easily

Streamlit

Developer Tools

Turn Python scripts into interactive web apps

FeatureGradioStreamlit
CategoryDeveloper ToolsDeveloper Tools
PricingFree (open-source)Free (open-source) + Cloud
GitHub Stars
35k
35k
PlatformsLinux, macOS, Windows, WebLinux, macOS, Windows, Web
Key Features
  • ML demos
  • API generation
  • Sharing
  • Custom components
  • Hugging Face integration
  • Data apps
  • Widgets
  • Charts
  • Deployment
  • Community cloud
Pros
  • + Easiest ML demo creation
  • + Auto-generated UI
  • + Hugging Face integration
  • + API generation
  • + One-line sharing
  • + Zero frontend knowledge needed
  • + Fastest prototyping tool
  • + Great for data apps
  • + Active community
  • + Free cloud hosting
Cons
  • Limited UI customization
  • Not for complex apps
  • Can be slow with large models
  • Basic styling options
  • Limited UI customization
  • Not ideal for production apps
  • Performance issues with large data
  • Reruns entire script on interaction
Tags
mldemopythonopen-source
pythondatadashboardopen-source

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