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

Explore and run machine learning code with Kaggle Notebooks, a cloud computational environment that enables reproducible and collaborative analysis.

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