Enthought vs SageMath

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

Enthought is a Ai Tools & Services solution with tags like python, data-science, analytics, deployment.

It boasts features such as Enthought Deployment Manager for deploying Python environments, Canopy Python distribution with scientific and analytic packages, Training and support services for Python and data science, Platform for building and deploying analytics web applications and pros including Eases Python environment management and deployment, Comes with many pre-installed scientific and data science packages, Good technical support available, Integrated web framework for building analytics apps.

On the other hand, SageMath is a Education & Reference product tagged with algebra, analysis, calculus, combinatorics, geometry, number-theory, research, teaching.

Its standout features include 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 it shines with pros like 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.

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

Product Overview

Enthought

Description: Enthought is a Python-centered software company that provides tools and solutions for scientific computing, data analytics, and machine learning. Their flagship product is the Enthought Deployment Manager, which allows deployment of Python environments across an organization.

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.

Key Features Comparison

Enthought Features

• Enthought Deployment Manager for deploying Python environments
• Canopy Python distribution with scientific and analytic packages
• Training and support services for Python and data science
• Platform for building and deploying analytics web applications

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

Pros & Cons Analysis

Enthought

Pros

• Eases Python environment management and deployment
• Comes with many pre-installed scientific and data science packages
• Good technical support available
• Integrated web framework for building analytics apps

Cons

• Expensive licensing costs
• Limited free offering compared to open source options
• Less flexibility than rolling your own Python environment
• Web framework not as full-featured as Django or Flask

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

Pricing Comparison

Enthought

• Subscription-Based
• Pay-As-You-Go

SageMath

• Open Source