nteract
Query.me
Setup
Is it managed?
Is it managed?
No, you must host it yourself
Fully managed (setup in minutes)
Can you self-host?
Can you self-host?
You can self-host (setup in minutes)
No, you must use a managed offering
Features
Is it Jupyter compatible?
Is it Jupyter compatible?
Programming languages
Programming languages
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)
Connect to data warehouses (Snowflake, Clickhouse, etc.)
Connect to databases (PostgreSQL, MySQL, etc.)
What kind of data visualization can you do?
What kind of data visualization can you do?
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
Notebook scheduling with additional tools
Notebook scheduling is built in
Management
Reproducibility
Reproducibility
With effort, you can make reproducible environments
Version history
Version history
Collaborative editing
Collaborative editing
Multiple editors, one at a time (asynchronous)
Comments
Comments
Notebook organization
Notebook organization
Licensing
License
License
Open-source (BSD 3-Clause)
Price
Price