JupyterLab
WebsiteJupyterLab is the next-generation web-based user interface for Project Jupyter.
JupyterLab vs Zepl:
a side-by-side comparison for 2024
Comparing two data science notebooks.
Zepl
WebsiteNotebook-powered analytics for enterprise teams.
JupyterLab
Zepl
Setup
No, you must host it yourself
Fully managed (setup in hours)
Can you self-host?
Can you self-host?
You can self-host (setup in hours)
No, you must use a managed offering
Features
Is it Jupyter compatible?
Is it Jupyter compatible?
Jupyter-compatible
Unknown
Programming languages
Programming languages
Jupyter languages (e.g. Python, R)
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)
Unknown
What kind of data visualization can you do?
What kind of data visualization can you do?
Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)
Unknown
Reactivity
Reactivity
No reactivity, you decide the execution order
Unknown
Notebook scheduling with additional tools
Notebook scheduling is built in
Management
Reproducibility
Reproducibility
With effort, you can make reproducible environments
Environments are reproducible by default
File-based (use Git)
Version history is built in
File-based (use Git)
Experimental JupyterLab support
Multiple editors at the same time
Comments
Comments
File-based (use GitHub)
Comment on items within a notebook
Notebook organization
Notebook organization
File-based
Unknown
Licensing
License
License
Open-source (BSD)
Proprietary
Price
Price
Free
Unknown