Sign inGet started

CoCalc vs JupyterLab:
a side-by-side comparison for 2024

Comparing two data science notebooks.

A screenshot of CoCalc
CoCalc logo

CoCalc

Your best choice for teaching remote scientific courses.
Background gradient
A screenshot of JupyterLab
JupyterLab logo

JupyterLab

JupyterLab is the next-generation web-based user interface for Project Jupyter.

Read about alternatives

Background gradient

CoCalc

JupyterLab

Setup

Is it managed?

Is it managed?

Fully managed (setup in minutes)
No, you must host it yourself

Can you self-host?

Can you self-host?

You can self-host (setup in hours)
You can self-host (setup in hours)

Features

Is it Jupyter compatible?

Is it Jupyter compatible?

Jupyter-compatible
Jupyter-compatible

Programming languages

Programming languages

Jupyter languages (e.g. Python, R)
Jupyter languages (e.g. Python, R)

What kind of data sources can you connect to?

What kind of data sources can you connect to?

Connect with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
Provided file storage
Connect with Jupyter libraries (e.g. SQLAlchemy, psycopg2)

What kind of data visualization can you do?

What kind of data visualization can you do?

Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)
Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)

Reactivity

Reactivity

No reactivity, you decide the execution order
No reactivity, you decide the execution order

Notebook scheduling

Notebook scheduling

No notebook scheduling
Notebook scheduling with additional tools

Management

Reproducibility

Reproducibility

Environments are reproducible by default
With effort, you can make reproducible environments

Version history

Version history

Version history is built in
File-based (use Git)

Collaborative editing

Collaborative editing

Multiple editors at the same time
File-based (use Git)
Experimental JupyterLab support

Comments

Comments

No support for comments
File-based (use GitHub)

Notebook organization

Notebook organization

View notebooks in a list
File-based

Licensing

License

License

Open-source (GNU AGPLv3)
Open-source (BSD)

Price

Price

Free tier
Pay for compute
Free

That’s it, time to try Deepnote

Get started – it’s free
Book a demo

Footer

Solutions

  • Notebook
  • Data apps
  • Machine learning
  • Data teams

Product

Company

Comparisons

Resources

  • Privacy
  • Terms

© Deepnote