GitHub Codespaces vs JupyterLab
GitHub Codespaces
github.com
JupyterLab
jupyter.orgSide by side
| Figure | GitHub Codespaces | JupyterLab |
|---|---|---|
| Price from | $0.07/mo | Free |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | Yes |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| iOS | Yes | — |
| Android | Yes | — |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 8 | 1 |
| Spec score · Coding Playgrounds | 8.9 (#14) | 9.1 (#9) |
| Spec score · Integrated Development Environment Ide Software | 8.7 (#7) | 8.7 (#8) |
| Founded | 2008 | 2014 |
| Free plan | Yes | Yes |
| Purpose | Codespaces provides configured cloud development environments hosted by GitHub. | JupyterLab is a web-based interactive development environment for notebooks, code, and data. |
| Self hosting | GitHub states that Codespaces cannot be self-hosted. | JupyterLab is installed and launched locally with the `jupyter lab` command, so organizations can operate it on their own computers or servers. |
Plans
GitHub Codespaces
- 2-core compute$0.18 a month
- 4-core compute$0.36 a month
- 8-core compute$0.72 a month
- 16-core compute$1.44 a month
- 32-core compute$2.88 a month
- Codespaces storage$0.07 a month
- GitHub Codespaces personal included usageFree
- GitHub Codespaces pay-as-you-go$0.18 a month
In their own words
GitHub Codespaces
GitHub Codespaces provides cloud development environments configured for a repository and hosted by GitHub. Repository dev container files can define a repeatable environment; users can start from a template or a branch or commit. Each codespace runs in a Docker container on a GitHub-hosted virtual machine, with machine choices from 2 cores, 8 GB RAM, and 32 GB storage to 32 cores, 128 GB RAM, and 128 GB storage. Connect through a browser, Visual Studio Code, or GitHub CLI from an internet-connected device, including an iPad. The Codespaces extension also connects a GitHub account to local Visual Studio Code. Each codespace has its own virtual machine and isolated network; connections use a TLS-encrypted tunnel and GitHub authentication, and forwarded ports are private by default. GitHub Free personal accounts include 120 compute hours and 15 GB-month of storage; Pro includes 180 hours and 20 GB-month. Usage is billed monthly, with 2-core compute at $0.18 a month and storage at $0.07 a month. Codespaces cannot be self-hosted and is unavailable for repositories owned by managed user accounts.
JupyterLab
JupyterLab is a web-based environment for interactive work with notebooks, code and data. Its workspace brings notebooks, text editors, terminals and custom components together in tabs and splitters. Code consoles act as scratchpads, and kernel-backed documents can run code in files such as Markdown, Python, R and LaTeX. It supports the .ipynb format used by classic Jupyter Notebook, and can view and edit formats including Markdown, images, CSV, JSON, HTML, LaTeX and PDF. Visualization libraries include matplotlib and Plotly; interactive plots or widgets may require additional packages. Extensions can add themes, viewers, editors, output renderers and interface controls, but can execute code in the browser, server and kernel, so only trusted extensions are advised. Real-time collaboration can be enabled with jupyter_collaboration. JavaScript and HTML outputs from notebooks created elsewhere remain hidden until the notebook is trusted. JupyterLab is free, open-source software under a modified BSD license, installed with pip or via a Homebrew command for macOS and Linux. It runs on Linux, macOS, the web and self-hosted systems.