RStudio Desktop alternatives

The best alternatives to RStudio Desktop are Visual Studio Code (with R extensions), JupyterLab (with IRkernel), GNU Emacs (with ESS) and RGui. Each is an AI tool with a distinct edge — pricing, output quality, or workflow — detailed below and reviewed on Stork.

• Visual Studio Code (with R extensions)

  A highly extensible general-purpose code editor that can be configured into a powerful R development environment with various extensions.

• JupyterLab (with IRkernel)

  Provides an interactive, web-based environment for creating and sharing documents that contain live code, equations, visualizations, and narrative text, supporting R through the IRkernel.

• GNU Emacs (with ESS)

  A highly customizable and extensible text editor that, with ESS (Emacs Speaks Statistics), provides a powerful and deeply integrated environment for statistical programming languages like R.

• RGui

  The basic, default graphical user interface that comes with the R installation, providing a console for executing R commands and simple script editing.