SageMath vs Livebook

Struggling to choose between SageMath and Livebook? Both products offer unique advantages, making it a tough decision.

SageMath is a Education & Reference solution with tags like algebra, analysis, calculus, combinatorics, geometry, number-theory, research, teaching.

It boasts features such as Open-source mathematical software system, Supports various mathematical domains like algebra, calculus, combinatorics, numerical computation, Includes libraries like NumPy, SciPy, SymPy, Matplotlib, Interactive notebook interface (Sage Notebook) for calculations, plotting, documentation, Supports code in Python, Cython, C/C++, Fortran and more, Can be used as a server to collaborate with others and pros including Free and open source, Very extensive math functionality, Integrates many existing math libraries, Can be extended by writing new modules, Notebook interface good for learning and documentation.

On the other hand, Livebook is a Ai Tools & Services product tagged with jupyter, notebook, python, data-science, machine-learning.

Its standout features include Interactive Jupyter notebooks, Ability to connect to databases and APIs, Real-time collaboration, Version control integration, Shareable and exportable notebooks, Supports Julia, Python, JavaScript, HTML, SQL, Vega, Vega-Lite, and it shines with pros like Interactive and dynamic notebooks, Great for collaboration, Integrates well with Git and GitHub, Completely free and open-source.

Feature	SageMath	Livebook
Overall Score	N/A	N/A
Primary Category	Education & Reference	Ai Tools & Services

Product Overview

SageMath

Description: SageMath is an open-source mathematics software system licensed under the GPL. It builds on top of many existing open-source packages including NumPy, SciPy, matplotlib, Sympy, and more. It provides an interactive environment and library to support research and teaching across algebra, analysis, calculus, combinatorics, geometry, number theory, and more.

Livebook

Description: Livebook is an open-source, web-based environment for data science and exploratory programming. It allows you to create interactive Jupyter notebooks that connect to databases, external APIs, and other data sources.

Key Features Comparison

SageMath Features

• Open-source mathematical software system
• Supports various mathematical domains like algebra, calculus, combinatorics, numerical computation
• Includes libraries like NumPy, SciPy, SymPy, Matplotlib
• Interactive notebook interface (Sage Notebook) for calculations, plotting, documentation
• Supports code in Python, Cython, C/C++, Fortran and more
• Can be used as a server to collaborate with others

Livebook Features

• Interactive Jupyter notebooks
• Ability to connect to databases and APIs
• Real-time collaboration
• Version control integration
• Shareable and exportable notebooks
• Supports Julia, Python, JavaScript, HTML, SQL, Vega, Vega-Lite

Pros & Cons Analysis

SageMath

Pros

• Free and open source
• Very extensive math functionality
• Integrates many existing math libraries
• Can be extended by writing new modules
• Notebook interface good for learning and documentation

Cons

• Less user friendly than some commercial alternatives
• Not as fast as optimized commercial math software
• Requires more programming knowledge than some alternatives
• Documentation can be technical
• Not as polished UI as some alternatives

Livebook

Pros

• Interactive and dynamic notebooks
• Great for collaboration
• Integrates well with Git and GitHub
• Completely free and open-source

Cons

• Less libraries and extensions than Jupyter
• Still relatively new project
• Hosted version in beta

Pricing Comparison

SageMath

• Open Source

Livebook

• Open Source