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JupyterHub vs Vertex AI:
a side-by-side comparison for 2026

Comparing two data science notebooks.

A screenshot of JupyterHub
JupyterHub logo

JupyterHub

JupyterHub is a multi-user server for Jupyter notebooks, designed to serve notebooks to classes, teams, and organizations. It manages authentication and spawns individual notebook servers for each user.
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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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