Databricks Notebooks vs JupyterHub:
a side-by-side comparison for 2026

Collaborate across engineering, data science, and machine learning teams with support for multiple languages, built-in data visualizations, automatic versioning, and operationalization with jobs.

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.