Project Jupyter
by Jupyter · Web-based interactive computing notebooks across many languages
26.5 — BenchRank score out of 100
Screenshots of Project Jupyter
Homepage
Overview
Project Jupyter makes free software for interactive computing on the web. Its notebooks combine live code, narrative text, equations and rich output such as HTML, images and video, with kernels running the code in over 40 languages. The stack includes JupyterLab, the classic Jupyter Notebook, JupyterHub for multi-user deployment and Voilà for turning notebooks into web apps.
- Best for
- Data scientists and researchers who want browser-based notebooks mixing code, text and output
- Pricing
- No prices are shown; the site describes Jupyter as free software and links to install and try-in-browser options.
Strengths and trade-offs
Strengths
- Supports over 40 languages, including Python, R, Julia and Scala
- Open notebook format and open kernel protocol to build on
- JupyterHub adds multi-user deployment with pluggable auth
- Notebooks share by email, Dropbox, GitHub or Notebook Viewer
Trade-offs
- You install and run it yourself; no hosted service is offered on the page
- Multi-user use needs a separate piece, JupyterHub, not the base notebook
- Two overlapping notebook interfaces to pick between: JupyterLab and Notebook
- Page states no pricing, support or service terms of any kind
How this score is made up
Each dimension is scored out of 100 and combined into the headline score using fixed weights.
- MCP support
- 0 out of 100
- API quality
- 20 out of 100
- Documentation
- 35 out of 100
- Agent friendliness
- 62 out of 100
- Changelog
- 0 out of 100
- Marketing site structure
- 55 out of 100
- Operational trust
- 30 out of 100
Measured, but not part of the score
Useful to know, but not a mark for or against the product — so these do not affect the ranking.
- Openness
- 85 out of 100
- Maintenance
- 100 out of 100
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