Marimo vs Zeppelin:
a side-by-side comparison for 2025

Marimo is an open-source reactive notebook for Python — reproducible, git-friendly, executable as a script, and shareable as an app.

Web-based notebook that enables data-driven, interactive data analytics and collaborative documents with SQL, Scala and more.