JupyterHub vs Looker:
a side-by-side comparison for 2026

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.

Looker is a powerful BI tool that allows data analysts to create interactive dashboards, explore and analyze data from multiple sources with ease, and ensure robust data governance.