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

Comparing two data science notebooks.

A screenshot of Querybook
Querybook logo

Querybook

Querybook is Pinterest’s open-source big data IDE via a notebook interface.
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A screenshot of Vertex AI
Vertex AI logo

Vertex AI

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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Querybook

Vertex AI

Setup

Is it managed?

Is it managed?

No, you must host it yourself
Fully managed (setup in hours)

Can you self-host?

Can you self-host?

You can self-host (setup in hours)
You can self-host (setup in hours)

Features

Is it Jupyter compatible?

Is it Jupyter compatible?

Not Jupyter-compatible
Jupyter-compatible

Programming languages

Programming languages

Python
SQL
JS
Julia
R
Python

What kind of data sources can you connect to?

What kind of data sources can you connect to?

Connect to data warehouses (Snowflake, Google BigQuery, etc.)
Connect to databases (PostgreSQL, MySQL, etc.)
Provided file storage

What kind of data visualization can you do?

What kind of data visualization can you do?

UI for building charts
UI for building charts

Reactivity

Reactivity

No reactivity, you decide the execution order
Reactivity with caveats

Notebook scheduling

Notebook scheduling

Notebook scheduling is built in
Notebook scheduling is built in

Management

Reproducibility

Reproducibility

With effort, you can make reproducible environments
Unknown

Version history

Version history

No version history
No version history

Collaborative editing

Collaborative editing

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

Comments

Comments

No support for comments
No support for comments

Notebook organization

Notebook organization

Unknown
View notebooks in a list

Licensing

License

License

Open-source (Apache 2.0)
Proprietary

Price

Price

Free
Free tier
Pay for compute

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