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R Tools installs statistics

By Mikhail Arkhipov · VS Code Marketplace · Programming Languages

R Tools (IntelliSense, signature help, tooltips and more)

View on VS Code Marketplace Fresh · Oct 20, 2026

R Tools has 408,831 recorded installs on VS Code Marketplace, ranking #951 of 2,501 tracked listings.

Installs
408,831
Official API · Oct 20, 2026
7-day growth
—
Insufficient history
30-day growth
—
Insufficient history
90-day growth
—
Insufficient history
Rank
#951
Among tracked VS Code Marketplace listings

Rating: 4.00 / 5 from 3 ratings

About R Tools

R extension for Visual Studio Code

A Visual Studio Code extension provides support for the R language for R 3.2+. Features include syntax checking, completions, code formatting, formatting as you type, tooltips, linting.


Supported platforms
  • Windows x64
  • Mac OS 10.14+ (Intel)
  • Mac OS 11.2+ Intel or ARM
  • Linux distros supported by .NET 7.0 Runtime.

Completions


Completions


Prerequisites

Quick start

Open the Command Palette (Command+Shift+P on macOS and Ctrl+Shift+P on Windows/Linux) and type 'R:' to see list of available commands and shortcuts.

Syntax check

Syntax check is performed as you type or when opening a file. Look for red squiggles. Problems are also reported in the Problems tab.

Formatting

Extension provides ability to format document or selection. Formatting options are available in the r.editor settings section.

Automatic formatting (as you type)

The editor can format code after you type Enter, ; or }. You can control the feature via editor.formatOnType and r.editor.formatOnType settings. Formatting settings are the same as in the document formatting.

Linting

Functionality is close to lintr. However, you do not have to run linting explicitly, it happens as you type. By default it is disabled, you can enable it by setting r.linting.enable to true. Linter has various options available in the r.linting section.

Execute in terminal/source file

Use R: Execute line or selection commands to execute line or selection in the terminal. Similarly, use R: source file to source file from the editor into the terminal section.

Shortcuts and snippets

Extension provides shortcuts for <- and %>% as suggested in #22. There are completion triggers on % and < which allows using completion list for snippets, as in RTVS.

You can either type < and then TAB to get <- via completion list or use keyboard shortcut alt+-. For pipe %>% either type % and then TAB or use ctrl+shift+m shortcut.

Snippets file can be found in snippets/r.json in the extension folder.

Thanks to @jackbrookes for suggestions and snippets.

Remoting and WSL

The extension does work in WSL. However, output windows cannot be displayed since UI does not translate over remote connection. There is limited support for plotting though. Remoting like R Tools in Visual Studio into containers with preinstalled RTVS broker is not supported. Please use VS Code remoting instead.

Using R on Apple ARM silicon

Make sure you install VS Code for OSX for ARM. You may have to download it separately since if you have had VS Code installed on M1 before ARM build became available and kept upgrading it, it is probably still x64. The extension by default uses ARM version with R 4.1 or higher. However, if you need to use Intel build of R such as when you may be using native packages not available for ARM, you can select x64 R from the list of interpreters - such as pick '4.1' and not '4.1-arm64'. Use r.interpreter setting to specify the desired interpreter index.

Plotting

Plots typically appear in external R windows. However, there is support for internal Plot window that may come handy when working with remote sessions, such as WSL. Try r.execute command (Ctrl+Shift+Enter) to evaluate code in internal R session. Executing command over a line that yields a plot will output plot in the internal Plot window.

Remember though that Terminal window and internal R session are not connected. Executing code in Terminal and then attempting plot the result via internal session won't work. With remote sessions, you can execute code in Terminal, save results into a file, then execute plotting in internal session providing results from the file.

Internal Plot Window)

Using custom R executable in terminal

You can set r.terminalPath to an executable for the R Terminal. For example, Radian. The extension completions engine still needs to know where to find R binaries so it is recommended to set r.interpreterPath to whatever version of R used in the terminal.

Known issues

R session in the editor does not automatically pick up new packages installed in the terminal. You may have to reload the window for the session to pick up newly installed modules.

Troubleshooting

R Interpreter not found

Try using r.interpreterPath setting and specify path to R installation. The path should be root folder, like C:\Program Files\R\R-3.4.3, without bin/x64.

Not currently supported

  • Debugging
  • Completions in console
  • 32-bit R
  • Dynamic update of the session when new packages are installed.

Bug reports

Please file issues at the project GitHub

Disclaimer

  • Extension is based on Microsoft R Tools for Visual Studio aka RTVS. Please visit https://github.com/microsoft/rtvs for more information.

  • This project is a personal effort and although it builds upon Microsoft code, it is not supported by Microsoft. I work on the code occasionally in my spare time.

Description from the VS Code Marketplace listing.

  • keybindings
  • markdown
  • R
  • R Language
  • R Tools
  • snippet

README badge

Show your rank in a README or on your website. The badge updates automatically.

Charts

Images: 30d · 1y · all time · 1600×900 dark

Adoption over time

R Tools installs on VS Code Marketplace, last 90 days: 408,831 installs as of Oct 20, 2026.R ToolsInstalls on VS Code Marketplace · Last 90 days408,831installs408.7K408.7K408.7K408.7K408.7K408.8K408.8K408.8K408.8K408.8KJul 22Aug 6Aug 21Sep 5Sep 20Oct 5Oct 20installsobservedarchived (Internet Archive)no observationsOct 16, 2026 – Oct 20, 2026 · 5 observations · Updated Oct…pluginstats.com
R Tools installs on VS Code Marketplace, last 90 days: 408,831 installs as of Oct 20, 2026.

7/30/90-day growth

R Tools installs growth on VS Code Marketplace: 7-day growth unavailable, 30-day growth unavailable, 90-day growth unavailable.R ToolsInstalls growth on VS Code Marketplace408,831installs now7-day growthinsufficient historyInsufficient history30-day growthinsufficient historyInsufficient history90-day growthinsufficient historyInsufficient historyGrowth vs. nearest observation to each baseline date · Updated Oct 20, 2026pluginstats.com
R Tools installs growth on VS Code Marketplace: 7-day growth unavailable, 30-day growth unavailable, 90-day growth unavailable.

Ranking history

R Tools VS Code Marketplace ranking history: currently #951 (by installs).R ToolsVS Code Marketplace ranking · by installs · Last 90 days#951current rank#948#949#950#951#952#953Jul 22Aug 6Aug 21Sep 5Sep 20Oct 5Oct 20rankOct 16, 2026 – Oct 20, 2026 · 5 observations · Updated Oct 20, 2026pluginstats.com
R Tools VS Code Marketplace ranking history: currently #951 (by installs).

Ratings over time

R Tools ratings on VS Code Marketplace, last 90 days: 3 ratings as of Oct 20, 2026.R ToolsRatings on VS Code Marketplace · Last 90 days3ratings2.72.82.933.13.23.3Jul 22Aug 6Aug 21Sep 5Sep 20Oct 5Oct 20ratingsobservedarchived (Internet Archive)no observationsOct 16, 2026 – Oct 20, 2026 · 5 observations · Updated Oct…pluginstats.com
R Tools ratings on VS Code Marketplace, last 90 days: 3 ratings as of Oct 20, 2026.

Listing placement

All VS Code Marketplace2,501 listings · 126 pages · 1,251 shown · page 48, #11 (overall #951)
All VS Code Marketplace: every listing in installs order

Listing placement

Programming Languages792 listings · 40 pages · page 18, #8 (overall #348)
Programming Languages: every listing in installs order

Listing placement

Snippets489 listings · 25 pages · page 9, #20 (overall #180)
Snippets: every listing in installs order

Listing placement

Linters252 listings · 13 pages · page 7, #8 (overall #128)
Linters: every listing in installs order

Filled points are observed values; hollow points come from Internet Archive snapshots of the listing page. Dashed segments span periods with no observations — values between points are not interpolated.

Each band is one page of 20. Installs on a linear scale. Placement is projected from installs, so it can differ from the marketplace's own sort order. Hover a dot to see the listing.

Recent observations

Full history (5)
Recent installs observations for R Tools
Date (UTC)InstallsChange vs. previous
408,831+63
408,768+33
408,735+27
408,708+47
408,661—

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Data source

Install counts, average rating, and rating counts come from the public Visual Studio Marketplace gallery API. Installs are cumulative and exclude updates.

Listing: https://marketplace.visualstudio.com/items?itemName=Mikhail-Arkhipov.r. First seen Oct 16, 2026; last successful collection Oct 20, 2026. See the methodology.