Apache Zeppelin vs Marimo
A side-by-side comparison of two Data Science Notebook AI agents — to help you pick the right one.
Apache Zeppelin
Apache Zeppelin is a web-based notebook for interactive data analytics, enabling collaborative work with support for multiple programming languages like SQL, Scala, Python, and R. It allows users to create and share documents with live code, visualizations, and narrative text.
Marimo
Marimo is a reactive Python notebook that enables reproducible experiments, script execution, app deployment, and version control with git. It integrates seamlessly with the Python data science ecosystem while offering interactive and reactive programming capabilities.
| Apache Zeppelin | Marimo | |
|---|---|---|
| Category | Data Science Notebook | Data Science Notebook |
| Open source | Yes | Yes |
| Self-hostable | Yes | Yes |
| Skill level | Intermediate | Intermediate |
| Pricing | Open Source | Open Source |
Apache Zeppelin: what it solves
It simplifies data exploration, visualization, and collaboration by providing an integrated environment where analysts and engineers can work together in real-time.
Marimo: what it solves
It eliminates the disjointed workflow between exploratory notebooks and production scripts by unifying experimentation, deployment, and versioning in a single tool.