Jupyter Notebook vs Visual Studio Code

Updated November 2026 · AppBreakup editorial

Jupyter Notebook

Open-source, browser-based notebook for mixing live code, charts and notes in one document.

Open sourceSelf-hostable

Visit Jupyter Notebook Jupyter Notebook profile

Visual Studio Code

Free, extensible code editor from Microsoft.

FreeOpen source

Visit Visual Studio Code Visual Studio Code profile

The short answer

Jupyter Notebook is a browser-based notebook for exploring data step by step, mixing code, output, charts and notes in one shareable document. Visual Studio Code is a general code editor with debugging, a terminal and Git built in. Pick Jupyter for analysis, teaching and research; pick VS Code for building and maintaining real codebases. Both are free, and many people use both.

Jupyter Notebook or Visual Studio Code: our take

The two tools are built around different units of work. In Jupyter Notebook, the unit is a document: code cells, their output, Markdown text and equations live together in an .ipynb file, an open JSON-based format that GitHub renders. That makes it well suited to data analysis, teaching and research, where the explanation matters as much as the code. VS Code's unit is a project: many files, an integrated terminal, a debugger, IntelliSense completion and Git integration, plus remote development inside containers, over SSH or in WSL.

Each has the other's weak spot. Jupyter is a weak fit for large codebases, refactoring and debugging, and running cells out of order makes results easy to break. VS Code is not designed around step-by-step exploration with inline charts and prose in the same way. Jupyter supports 40+ languages through separate kernels, including Python, R and Julia; VS Code supports almost every language through its extension marketplace, and GitHub Copilot integrates directly for AI help.

Cost isn't a deciding factor. Jupyter Notebook is free under the BSD-3-Clause licence, run by a non-profit community project with no paid tier, and installs with pip install notebook. It is self-hostable, and JupyterHub turns it into a shared server for a class or team. VS Code is free; its core is published as the open-source Code - OSS project under MIT, while Microsoft's own builds add branding and telemetry. VS Code has native apps for Windows, macOS and Linux plus a browser version, whereas Jupyter needs a local Python setup or a server and has no official desktop installer.

Students, researchers and analysts who want a readable, shareable record of an analysis should start with Jupyter. Developers building applications, libraries or services should use VS Code. Plenty of data scientists explore in a notebook and then move the finished code into an editor like VS Code once it needs tests, structure and version control.

Choose Jupyter Notebook if…

Students, researchers and data analysts who want to explore data step by step in a shareable document
You need to host it on your own servers
You need Self-hosted, which Visual Studio Code doesn't list
Free and open source with no paid tier
Supports many languages through separate kernels

Choose Visual Studio Code if…

Developers who want a free, extensible editor for any language
Free with a huge extension marketplace
Excellent remote development

What is Jupyter Notebook?

Jupyter Notebook is the original notebook interface from Project Jupyter. You run it locally (usually with pip) and it opens in your browser, where each document mixes code cells, their output, Markdown text and equations. It grew out of the IPython project, so Python is the most common language, but kernels exist for dozens of others, including R and Julia. Output can be tables, plots, images, HTML or interactive widgets, and the .ipynb files are plain JSON that GitHub and many other tools can display. Version 7 rebuilt the interface on JupyterLab components while keeping the simple one-document-per-tab layout. It suits data analysis, teaching, research and quick experiments far more than building large applications. The software is completely free under the BSD licence and run by a non-profit community project; there is no paid tier, though many hosted services such as Google Colab run Jupyter-style notebooks for you. JupyterHub turns it into a shared server for classes and teams.

What is Visual Studio Code?

Visual Studio Code is a free source-code editor from Microsoft and one of the most widely used developer tools. It supports almost every language through extensions, and it includes debugging, an integrated terminal, Git integration and IntelliSense code completion. Remote development lets you work inside containers, over SSH or in WSL, and a browser version runs at vscode.dev. GitHub Copilot integrates directly for AI assistance. The core source is published as the open-source Code - OSS project, while Microsoft's builds add branding and telemetry under a product license.

Side by side

Attribute	Jupyter Notebook	Visual Studio Code
Pricing	Open source	Free
Open source	Yes	Yes
Self-hostable	Yes	No
Platforms	Web, Windows, macOS, Linux, Self-hosted	Windows, macOS, Linux, Web
Best for	Students, researchers and data analysts who want to explore data step by step in a shareable document	Developers who want a free, extensible editor for any language
Status	Active	Active