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Vertex AI vs Deepnote:
a side-by-side comparison for 2024

Comparing two data science notebooks.

A screenshot of Vertex AI
Vertex AI logo

Vertex AI

Website
Vertex AI is Google Cloud's comprehensive machine learning platform that enables businesses to build, deploy, and scale AI models effortlessly.
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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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Vertex AI

Deepnote

Setup

Is it managed?

Is it managed?

Fully managed (setup in hours)
Fully managed (setup in minutes)

Can you self-host?

Can you self-host?

You can self-host (setup in hours)
No, you must use a managed offering

Features

Is it Jupyter compatible?

Is it Jupyter compatible?

Jupyter-compatible
Jupyter-compatible

Programming languages

Programming languages

SQL
JS
Julia
R
Python
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?

Provided file storage
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?

UI for building charts
Jupyter data visualization (e.g. Matplotlib, Altair, Plotly)
UI for building charts

Reactivity

Reactivity

Reactivity with caveats
Full, realtime reactivity

Notebook scheduling

Notebook scheduling

Notebook scheduling is built in
Notebook scheduling is built in

Management

Reproducibility

Reproducibility

Unknown
Environments are reproducible by default
Run notebooks in containers

Version history

Version history

No version history
Version history is built in

Collaborative editing

Collaborative editing

Multiple editors at the same time
Multiple editors at the same time

Comments

Comments

No support for comments
Comment on items within a notebook

Notebook organization

Notebook organization

View notebooks in a list
View notebooks in a tree, like a wiki

Licensing

License

License

Proprietary
Proprietary

Price

Price

Free tier
Pay for compute
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 Vertex AI and Deepnote

Compare Vertex AI and Deepnote with other data science notebook tools.

ToolSetupJupyter compatibilityLanguagesData visualizationCollaborative editingPricingLicense

Vertex AI

Self-hosted or fully managedJupyter-compatibleSQL, JS, Julia, R, PythonVisualization UI builderRealtime collaborationFree and paid optionsProprietary

Deepnote

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

Amazon Sagemaker

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Jupyter

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Google Colab

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Fully managedJupyter-compatibleJupyterVisualize with codeLimited collaborationFree and paid optionsProprietary

Hex

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CoCalc

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Hyperquery

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Querybook

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Self-hostedNonePythonVisualization UI builderRealtime collaborationFreeOpen source

Zeppelin

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Self-hostedNonePython, SQL, SparkUnknownFile-based or asynchronous collaborationFreeOpen source

Count

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Fully managedNoneSQLVisualization UI builderRealtime collaborationFree and paid optionsProprietary

Husprey

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

Pluto.jl

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Polynote

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Zepl

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Fully managedUnknownPython, RUnknownRealtime collaborationUnknownProprietary

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