StreamlitvsGradio

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

Streamlit

Developer Tools

Turn Python scripts into interactive web apps

Gradio

Developer Tools

Build and share machine learning demos easily

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

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