marimo

Next-gen notebook for data transformation and model training, stored as Git-friendly Python.

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is marimo?

Marimo is a modern notebook environment that simplifies data manipulation and machine learning model development. It stores notebooks as plain Python files, making them easy to version control with Git.

Key differentiator

Marimo stands out by storing notebooks as plain Python files, making them easy to integrate with Git and other version control systems.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Simplifies data manipulation and model training in a notebook format.medium

Notebooks are stored as plain Python files for easy Git integration.medium

Supports interactive development with live updates.medium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited integrations with other tools and platformshigh

Lack of official plugins or connectors for popular data sources and ML frameworks

Small community and limited third-party supportmedium

GitHub repository has a small number of contributors compared to more established platforms like Jupyter

Fit analysis

Who is it for?

✓ Best for

Data science teams needing Git-friendly notebook solutions for version control.

Developers who prefer working with plain Python files over traditional notebooks.

Projects where reproducibility and collaboration are critical.

✕ Not a fit for

Teams requiring real-time data processing or streaming capabilities.

Users looking for a cloud-based, managed notebook service.

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with marimo

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →