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How do Dash, Posit (Shiny), and Streamlit compare as low-code, UI layers for AI and ML models?

Dash

Posit (Shiny)

Streamlit

  • Languages Supported
  • Python, R, Julia, and F#
  • Python and R
  • Python
  • OSS License
  • MIT
  • AGPL
  • Apache 2.0
  • Back-end Architecture
  • Stateless
  • Stateful
  • Stateful
  • Downloads/month
  • 1M+
  • 330,000
  • 900,000
  • Web protocol
  • HTTP(S)
  • Websockets
  • Websockets
  • Recommended deployment
  • Dash Enterprise
  • Posit Connect
  • Streamlit Cloud
  • User experience
  • Web app
  • Model output with controls in a Web page
  • Web app
  • App structure
  • Multi-page
  • Single page or Multi-page depending on technology used
  • Multi-page
  • Front end
  • React
  • jQuery
  • React
  • Interactivity
  • Complete: any component can be an input/output, including tables
  • Partial: some components can be inputs/outputs
  • Limited: only widgets as inputs, graphs and tables can only be outputs
  • Styling control
  • Dash Design Kit, Basic Bootstrap, or CSS
  • Basic Bootstrap or CSS
  • Limited or CSS
  • Crossfiltering
  • ✔️
  • ✔️
  • Dynamic Layouts
  • Pattern-Matching Callbacks
  • Long Running Tasks
  • ✔️
  • ✔️
  • Year founded
  • 2017
  • 2012
  • 2019
  • GitHub contributors
  • 111
  • 77
  • 180
  • GitHub Stars
  • 18.9k
  • 5k
  • 25.6k
  • Dash

    Posit (Shiny)

    Streamlit

    • Languages Supported
    • Python, R, Julia, and F#
    • Python and R
    • Python
    • OSS License
    • MIT
    • AGPL
    • Apache 2.0
    • Back-end Architecture
    • Stateless
    • Stateful
    • Stateful
    • Downloads/month
    • 1M+
    • 330,000
    • 900,000
    • Web protocol
    • HTTP(S)
    • Websockets
    • Websockets
    • Recommended deployment
    • Dash Enterprise
    • Posit Connect
    • Streamlit Cloud
    • User experience
    • Web app
    • Model output with controls in a Web page
    • Web app
    • App structure
    • Multi-page
    • Single page or Multi-page depending on technology used
    • Multi-page
    • Front end
    • React
    • jQuery
    • React
    • Interactivity
    • Complete: any component can be an input/output, including tables
    • Partial: some components can be inputs/outputs
    • Limited: only widgets as inputs, graphs and tables can only be outputs
    • Styling control
    • Dash Design Kit, Basic Bootstrap, or CSS
    • Basic Bootstrap or CSS
    • Limited or CSS
    • Crossfiltering
    • ✔️
    • ✔️
    • Dynamic Layouts
    • Pattern-Matching Callbacks
    • Long Running Tasks
    • ✔️
    • ✔️
    • Year founded
    • 2017
    • 2012
    • 2019
    • GitHub contributors
    • 111
    • 77
    • 180
    • GitHub Stars
    • 18.9k
    • 5k
    • 25.6k
  • Dash

    Posit (Shiny)

    Streamlit

    • Languages Supported
    • Python, R, Julia, and F#
    • Python and R
    • Python
    • OSS License
    • MIT
    • AGPL
    • Apache 2.0
    • Back-end Architecture
    • Stateless
    • Stateful
    • Stateful
    • Downloads/month
    • 1M+
    • 330,000
    • 900,000
    • Web protocol
    • HTTP(S)
    • Websockets
    • Websockets
    • Recommended deployment
    • Dash Enterprise
    • Posit Connect
    • Streamlit Cloud
    • User experience
    • Web app
    • Model output with controls in a Web page
    • Web app
    • App structure
    • Multi-page
    • Single page or Multi-page depending on technology used
    • Multi-page
    • Front end
    • React
    • jQuery
    • React
    • Interactivity
    • Complete: any component can be an input/output, including tables
    • Partial: some components can be inputs/outputs
    • Limited: only widgets as inputs, graphs and tables can only be outputs
    • Styling control
    • Dash Design Kit, Basic Bootstrap, or CSS
    • Basic Bootstrap or CSS
    • Limited or CSS
    • Crossfiltering
    • ✔️
    • ✔️
    • Dynamic Layouts
    • Pattern-Matching Callbacks
    • Long Running Tasks
    • ✔️
    • ✔️
    • Year founded
    • 2017
    • 2012
    • 2019
    • GitHub contributors
    • 111
    • 77
    • 180
    • GitHub Stars
    • 18.9k
    • 5k
    • 25.6k
  • Dash

    Posit (Shiny)

    Streamlit

    • Languages Supported
    • Python, R, Julia, and F#
    • Python and R
    • Python
    • OSS License
    • MIT
    • AGPL
    • Apache 2.0
    • Back-end Architecture
    • Stateless
    • Stateful
    • Stateful
    • Downloads/month
    • 1M+
    • 330,000
    • 900,000
    • Web protocol
    • HTTP(S)
    • Websockets
    • Websockets
    • Recommended deployment
    • Dash Enterprise
    • Posit Connect
    • Streamlit Cloud
    • User experience
    • Web app
    • Model output with controls in a Web page
    • Web app
    • App structure
    • Multi-page
    • Single page or Multi-page depending on technology used
    • Multi-page
    • Front end
    • React
    • jQuery
    • React
    • Interactivity
    • Complete: any component can be an input/output, including tables
    • Partial: some components can be inputs/outputs
    • Limited: only widgets as inputs, graphs and tables can only be outputs
    • Styling control
    • Dash Design Kit, Basic Bootstrap, or CSS
    • Basic Bootstrap or CSS
    • Limited or CSS
    • Crossfiltering
    • ✔️
    • ✔️
    • Dynamic Layouts
    • Pattern-Matching Callbacks
    • Long Running Tasks
    • ✔️
    • ✔️
    • Year founded
    • 2017
    • 2012
    • 2019
    • GitHub contributors
    • 111
    • 77
    • 180
    • GitHub Stars
    • 18.9k
    • 5k
    • 25.6k
  • Dash

    Posit (Shiny)

    Streamlit

    • Languages Supported
    • Python, R, Julia, and F#
    • Python and R
    • Python
    • OSS License
    • MIT
    • AGPL
    • Apache 2.0
    • Back-end Architecture
    • Stateless
    • Stateful
    • Stateful
    • Downloads/month
    • 1M+
    • 330,000
    • 900,000
    • Web protocol
    • HTTP(S)
    • Websockets
    • Websockets
    • Recommended deployment
    • Dash Enterprise
    • Posit Connect
    • Streamlit Cloud
    • User experience
    • Web app
    • Model output with controls in a Web page
    • Web app
    • App structure
    • Multi-page
    • Single page or Multi-page depending on technology used
    • Multi-page
    • Front end
    • React
    • jQuery
    • React
    • Interactivity
    • Complete: any component can be an input/output, including tables
    • Partial: some components can be inputs/outputs
    • Limited: only widgets as inputs, graphs and tables can only be outputs
    • Styling control
    • Dash Design Kit, Basic Bootstrap, or CSS
    • Basic Bootstrap or CSS
    • Limited or CSS
    • Crossfiltering
    • ✔️
    • ✔️
    • Dynamic Layouts
    • Pattern-Matching Callbacks
    • Long Running Tasks
    • ✔️
    • ✔️
    • Year founded
    • 2017
    • 2012
    • 2019
    • GitHub contributors
    • 111
    • 77
    • 180
    • GitHub Stars
    • 18.9k
    • 5k
    • 25.6k

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