1. [Home](https://www.g2.com/) 2. ... 3. [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms) 4. [marimo Discussions](https://www.g2.com/products/marimo/discuss) [ ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_532cea4b2a765d76910a40386d8eab4a/marimo.png "Product Avatar Image") ](/products/marimo/reviews) [ marimo ](/products/marimo/reviews) 0 ratings Marimo is an open-source, next-generation Python notebook designed to enhance data exploration, experimentation, and application development. It offers a reactive programming environment that ensures code, outputs, and program state remain consistent, addressing common issues found in traditional notebooks. Marimo's notebooks are stored as pure Python files, making them Git-friendly and easily executable as scripts or deployable as interactive web applications. Key Features and Functionality: - Reactive Execution Model: Automatically re-runs dependent cells when changes occur, eliminating hidden state and ensuring reproducibility. - Interactive Widgets: Incorporates UI elements like sliders, text boxes, and interactive plots that synchronize seamlessly with Python code, enhancing data visualization and user interaction. - AI Integration: Supports AI-powered features such as intelligent code autocompletion, error auto-fixing, and integrated chat interfaces, with compatibility for models from OpenAI, Anthropic, Google Gemini, and local models. - SQL Integration: Allows execution of SQL queries directly within notebooks, supporting databases like DuckDB, PostgreSQL, MySQL, and SQLite, facilitating seamless data analysis. - Deployability: Notebooks can be deployed as interactive web applications, run as scripts, or executed in browsers via WebAssembly (WASM), providing flexibility in sharing and deploying work. Primary Value and User Solutions: Marimo addresses the limitations of traditional Python notebooks by offering a reproducible, interactive, and shareable programming environment. Its reactive execution model ensures consistency and eliminates hidden state, enhancing reliability in data analysis and experimentation. The integration of interactive widgets and AI-powered features streamlines the development of data applications, reducing the need for separate front-end development. By storing notebooks as pure Python files, Marimo facilitates version control and collaboration, making it an ideal tool for data scientists, AI engineers, and educators seeking a robust and flexible platform for their workflows. Show More When users leave marimo reviews, G2 also collects common questions about the day-to-day use of marimo. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion. * * * ### 0.0 Nps Score ### All marimo Discussions Search Most CommentedMost HelpfulPinned by G2Newest All DiscussionsDiscussions with CommentsPinned by G2Discussions without Comments FilterFilter Filter byExpand/Collapse Sort by Most Commented Most Helpful Pinned by G2 Newest Filter by All Discussions Discussions with Comments Pinned by G2 Discussions without Comments Sorry... There are no questions about marimo yet. ## Start a New Software Discussion Have a software question? Get answers from real users and experts [Start A Discussion](/products/marimo/discussions/new) * * * ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/thumb_square/thumb_square_532cea4b2a765d76910a40386d8eab4a/marimo.png "Product Avatar Image") ### Have you used marimo before? Answer a few questions to help the marimo community [ Yes ](javascript:void(0))[ Yes ](https://www.g2.com/authorize?form=signup&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fmarimo%2Fdiscuss%3Fsmall_ask%3Dmarimo) No