Data Science Notebooks

Data science gets done in notebooks. This website exists to compare the features in different data science notebook tools.

Robert Lacok
About the author

My name is Robert Lacok, and I’m a data notebook enthusiast. Because I keep on top of the latest developments in the space, I wanted to share it with the world.

I’m also a product manager at Deepnote. I try to be unbiased — if you believe any tools are missing or misrepresented, please email me or open a pull request on GitHub.

Need help?

If you need help picking a data notebook for your next project, feel free to reach out to me at my personal email address. I’d be happy to chat about the pros and cons of each solution.

View all notebooks

CoCalc vs Query.me

Comparing two data science notebooks.

CoCalc

Query.me

A screenshot of CoCalc

Your best choice for teaching remote scientific courses.

WebsiteAlternatives
A screenshot of Query.me

Collaborative SQL Notebooks. A better way for data teams to analyze, unite & deliver.

WebsiteAlternatives

Setup

Is it managed?

Fully managed (setup in minutes)

Is it managed?

Fully managed (setup in minutes)

Can you self-host?

You can self-host (setup in hours)

Can you self-host?

No, you must use a managed offering

Features

Is it Jupyter compatible?

Jupyter-compatible

Is it Jupyter compatible?

Not Jupyter-compatible

Programming languages

Jupyter languages (e.g. Python, R)

Programming languages

SQL

What kind of data sources can you connect to?

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

What kind of data sources can you connect to?

Connect to data warehouses (Snowflake, Clickhouse, etc.)
Connect to databases (PostgreSQL, MySQL, etc.)

What kind of data visualization can you do?

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

What kind of data visualization can you do?

UI for building charts

Reactivity

No reactivity, you decide the execution order

Reactivity

No reactivity, you decide the execution order

Notebook scheduling

No notebook scheduling

Notebook scheduling

Notebook scheduling is built in

Management

Reproducibility

Environments are reproducible by default

Reproducibility

Version history

Version history is built in

Version history

No version history

Collaborative editing

Multiple editors at the same time

Collaborative editing

Multiple editors, one at a time (asynchronous)

Comments

No support for comments

Comments

No support for comments

Notebook organization

View notebooks in a list

Notebook organization

View notebooks in a list

Licensing

License

Open-source (GNU AGPLv3)

License

Proprietary

Price

Free tier
Pay for compute

Price

Free tier
Pay-per-user

Alternatives to CoCalc and Query.me

Compare CoCalc and Query.me with other data science notebook tools.

ToolSetupJupyter compatibilityProgramming languagesData visualizationCollaborative editingPricingLicense
CoCalc		Self-hosted or fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsOpen source
Query.me		Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary
Jupyter
Compare with
CoCalc, Query.me
Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source
Amazon Sagemaker
Compare with
CoCalc, Query.me
Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary
Google Colab
Compare with
CoCalc, Query.me
Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary
Deepnote
Compare with
CoCalc, Query.me
Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
Hex
Compare with
CoCalc, Query.me
Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
Databricks Notebooks
Compare with
CoCalc, Query.me
Self-hosted or fully managedJupyter-compatibleJupyterVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
DataCamp Workspace
Compare with
CoCalc, Query.me
Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
JupyterLab
Compare with
CoCalc, Query.me
Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source
Hyperquery
Compare with
CoCalc, Query.me
Fully managedNonePython, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
Jetbrains Datalore
Compare with
CoCalc, Query.me
Fully managedJupyter-compatibleJupyterVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
Kaggle
Compare with
CoCalc, Query.me
Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFreeProprietary
Nextjournal
Compare with
CoCalc, Query.me
Fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsProprietary
Noteable
Compare with
CoCalc, Query.me
Self-hosted or fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary
nteract
Compare with
CoCalc, Query.me
Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source
Observable
Compare with
CoCalc, Query.me
Fully managedNoneJSVisualize with codeRealtime collaborationFree and paid optionsProprietary
VS Code
Compare with
CoCalc, Query.me
Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source
Mode Notebooks
Compare with
CoCalc, Query.me
Fully managedNoneSQL, R, PythonVisualization UI builderFile-based or asynchronous collaborationUnknownProprietary
Querybook
Compare with
CoCalc, Query.me
Self-hostedNonePythonVisualization UI builderRealtime collaborationFreeOpen source
Zeppelin
Compare with
CoCalc, Query.me
Self-hostedNonePython, SQL, SparkUnknownFile-based or asynchronous collaborationFreeOpen source
Count
Compare with
CoCalc, Query.me
Fully managedNoneSQLVisualization UI builderRealtime collaborationFree and paid optionsProprietary
Husprey
Compare with
CoCalc, Query.me
Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary
Pluto.jl
Compare with
CoCalc, Query.me
Self-hostedNoneJuliaUnknownFile-based or asynchronous collaborationFreeOpen source
Polynote
Compare with
CoCalc, Query.me
Self-hostedNoneScala, PythonUnknownFile-based or asynchronous collaborationFreeOpen source
Zepl
Compare with
CoCalc, Query.me
Fully managedUnknownPython, RUnknownRealtime collaborationUnknownProprietary

Data Science Notebooks

Popular notebook tools

DeepnoteGoogle ColabHexJupyterJetbrains DataloreSagemaker

Popular notebook comparisons

Deepnote vs HexGoogle Colab vs VS CodeDeepnote vs Google ColabJupyter vs HexGoogle Colab vs Jetbrains DataloreJupyter vs Deepnote

Notebook tools by feature

Jupyter notebooks onlineScheduling Jupyter notebooksRealtime collaboration in Jupyter notebooksVersion control in Jupyter notebooksComments in Jupyter notebooksOpen source notebooks