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

VS Code vs Pluto.jl

Comparing two data science notebooks.

VS Code

Pluto.jl

A screenshot of VS Code

Visual Studio Code is a lightweight but powerful source code editor. It supports working with Jupyter Notebooks natively, as well as through Python code files.

WebsiteAlternatives
A screenshot of Pluto.jl

Writing a notebook is not just about writing the final document — Pluto empowers the experiments and discoveries that are essential to getting there.

WebsiteAlternatives

Setup

Is it managed?

No, you must host it yourself

Is it managed?

No, you must host it yourself

Can you self-host?

You can self-host (setup in hours)

Can you self-host?

You can self-host (setup in hours)

Features

Is it Jupyter compatible?

Jupyter-compatible

Is it Jupyter compatible?

Not Jupyter-compatible

Programming languages

Jupyter languages (e.g. Python, R)

Programming languages

Julia

What kind of data sources can you connect to?

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

What kind of data sources can you connect to?

Unknown

What kind of data visualization can you do?

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

What kind of data visualization can you do?

Unknown

Reactivity

No reactivity, you decide the execution order

Reactivity

Full, realtime reactivity

Notebook scheduling

Notebook scheduling with additional tools

Notebook scheduling

No notebook scheduling

Management

Reproducibility

There is no support for reproducibility

Reproducibility

Execution is reproducible by default

Version history

File-based (use Git)

Version history

File-based (use Git)

Collaborative editing

File-based (use Git)

Collaborative editing

File-based (use Git)

Comments

File-based (use GitHub)

Comments

File-based (use GitHub)

Notebook organization

File-based

Notebook organization

File-based

Licensing

License

Open-source (MIT)

License

Open-source (MIT)

Price

Free

Price

Free

Alternatives to VS Code and Pluto.jl

Compare VS Code and Pluto.jl with other data science notebook tools.

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