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nteract vs Deepnote:
a side-by-side comparison for 2024

Comparing two data science notebooks.

A screenshot of nteract
nteract logo

nteract

Website
nteract is an open-source organization committed to creating fantastic interactive computing experiences that allow people to collaborate with ease.
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A screenshot of Deepnote
Deepnote logo
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Deepnote

Website
Deepnote is a new kind of data notebook that’s built for collaboration — Jupyter compatible, works magically in the cloud, and sharing is as easy as sending a link.
Get started – it’s free
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nteract

Deepnote

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?

Jupyter-compatible
Jupyter-compatible

Programming languages

Programming languages

Jupyter languages (e.g. Python, R)
Jupyter languages (e.g. Python, R)
SQL

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 with Jupyter libraries (e.g. SQLAlchemy, psycopg2)
Connect to data warehouses (AWS, GCP, etc.)
Connect to databases (Postgres, MongoDB, etc.)
Provided file storage

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)
UI for building charts

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
Environments are reproducible by default
Run notebooks in containers

Version history

Version history

File-based (use Git)
Version history is built in

Collaborative editing

Collaborative editing

File-based (use Git)
Multiple editors at the same time

Comments

Comments

File-based (use GitHub)
Comment on items within a notebook

Notebook organization

Notebook organization

File-based
View notebooks in a tree, like a wiki

Licensing

License

License

Open-source (BSD 3-Clause)
Proprietary

Price

Price

Free
Free tier
Pay for compute
Pay-per-user

That’s it, time to try Deepnote

Get started – it’s free
Book a demo

Alternatives to nteract and Deepnote

Compare nteract and Deepnote with other data science notebook tools.

ToolSetupJupyter compatibilityLanguagesData visualizationCollaborative editingPricingLicense

nteract

Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source

Deepnote

Fully managedJupyter-compatibleJupyter, SQLVisualize with code or UIRealtime collaborationFree and paid optionsProprietary

Amazon Sagemaker

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Jupyter

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Self-hostedJupyter-compatibleJupyterVisualize with codeFile-based or asynchronous collaborationFreeOpen source

Google Colab

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Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary

Hex

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DataCamp Workspace

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JupyterLab

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CoCalc

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Self-hosted or fully managedJupyter-compatibleJupyterVisualize with codeRealtime collaborationFree and paid optionsOpen source

Hyperquery

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Noteable

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Observable

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Zeppelin

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Count

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Husprey

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Fully managedNoneSQLVisualization UI builderFile-based or asynchronous collaborationFree and paid optionsProprietary

Pluto.jl

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Self-hostedNoneJuliaUnknownFile-based or asynchronous collaborationFreeOpen source

Polynote

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Self-hostedNoneScala, PythonUnknownFile-based or asynchronous collaborationFreeOpen source

Zepl

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Fully managedUnknownPython, RUnknownRealtime collaborationUnknownProprietary

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