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Best Shiny Alternatives ranked by AI · updated May 2025

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Shiny is an R package that makes it easy to build interactive web applications straight from R.

Top 6 Shiny alternatives

1

Dash is a Python framework for building analytical web applications.

Pros

  • Create interactive web apps with Python
  • Easy to deploy
  • Supports real-time updates

Cons

  • Less focused on data visualization compared to Bokeh
3 Streamlit logo

Streamlit

Snowflake

Streamlit is a Python framework for building interactive data applications, including editable and configurable dataframes. Its table components support sorting, selection, column...

Pros

  • Much simpler Python workflow than Dash DataTable
  • Built-in dataframe display and editing for rapid data apps
  • Works naturally with pandas and common Python data tools

Cons

  • Less control over table layout and callbacks than Dash
  • Not a dedicated grid with AG Grid-level grouping or pivoting
  • Rerun-based execution can complicate complex table interactions

Free, open source; paid hosting available

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