ChatGPT data analysis CoCalc Setup Is it managed? Is it managed? Fully managed (setup in minutes)
Fully managed (setup in minutes)
Can you self-host? Can you self-host? No, you must use a managed offering
You can self-host (setup in hours)
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)
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 Management
Reproducibility Reproducibility There is no support for reproducibility
Environments are reproducible by default
Version history Version history Version history is built in
Collaborative editing Collaborative editing No support for collaborative editors
Multiple editors at the same time
Comments Comments
Notebook organization Notebook organization Licensing
License License
Price Price 
