Software Alternatives, Accelerators & Startups
Register | Login
CP

CuPy VS Sage Math

Compare CuPy VS Sage Math and see what are their differences

3D Cityplanner
3D Cityplanner for smarter spatial design featured
Contents:
  1. » Base Details
  2. » Reviews
  3. » Alternatives

CuPy logo CuPy

CuPy is an open-source array library for GPU-accelerated computing with Python. CuPy utilizes CUDA Toolkit libraries including cuBLAS, cuRAND, cuSOLVER, cuSPARSE, cuFFT, cuDNN and NCCL to make full use of the GPU architecture.

Sage Math logo Sage Math

Sage is a free open-source mathematics software system licensed under the GPL.
Not present
  • Sage Math Landing page
    Landing page //
    2023-05-03

CuPy features and specs

No features have been listed yet.

Sage Math features and specs

  • Open Source
    SageMath is free and open-source software, which allows users to access, modify, and distribute the software without cost. It fosters collaboration and transparency within the community.
  • Comprehensive Toolset
    It integrates many mathematics software packages into a common interface, providing tools for algebra, calculus, combinatorics, numerical mathematics, number theory, and more.
  • Python-Based
    SageMath uses Python as its primary language, which is widely known for its readability and ease of use. Python's popularity and extensive libraries enhance SageMath's functionality.
  • Active Community
    SageMath has a vibrant and active community contributing to its development, offering extensive support, tutorials, and documentation.
  • Web Interface
    SageMath provides a Jupyter Notebook interface, which allows for interactive computations, visualization, and sharing of results in a web browser.

Possible disadvantages of Sage Math

  • Resource Intensive
    SageMath can be resource-intensive, requiring significant computing power and memory, which can be a limitation for users with less powerful hardware.
  • Steep Learning Curve
    For users unfamiliar with Python or advanced mathematical software, SageMath can have a steep learning curve. It may require substantial effort to become proficient.
  • Software Dependencies
    SageMath relies on numerous other software packages. If one of these dependencies has issues or is incompatible with a user's system, it can be challenging to troubleshoot and resolve.
  • User Interface
    While functional, the user interface of SageMath may not be as polished or intuitive as some commercial competitors, which can affect user experience.
  • Limited Commercial Support
    There is limited commercial support available for SageMath compared to proprietary software, which might be a drawback for enterprise or commercial use requiring guaranteed support services.

Analysis of Sage Math

Overall verdict

  • SageMath is a robust and versatile mathematics software that is highly regarded for educational and research purposes. It is particularly valuable for anyone needing a cohesive environment for using multiple mathematical tools.

Why this product is good

  • SageMath is good because it is a comprehensive open-source mathematics software system that integrates a wide range of mathematics software packages into a common interface. It covers many aspects of mathematics, including algebra, calculus, matrix operations, numerical computations, and more. Its use of Python as the primary language makes it highly accessible and extensible for users familiar with programming. Additionally, being open-source allows for transparency and community-driven improvements.

Recommended for

  • students
  • educators
  • researchers
  • mathematicians
  • engineers
  • scientists
  • anyone interested in computational mathematics

Category Popularity

0-100% (relative to CuPy and Sage Math)

CuPy

Sage Math

Numerical Computation
5 5%
Numerical Computation
95% 95
Technical Computing
5 5%
Technical Computing
95% 95
3D
100 100%
3D
0% 0
Math Solver
0 0%
Math Solver
100% 100

User comments

Share your experience with using CuPy and Sage Math. For example, how are they different and which one is better?
Log in or Post with

Reviews

These are some of the external sources and on-site user reviews we've used to compare CuPy and Sage Math

CuPy Reviews

We have no reviews of CuPy yet.
Be the first one to post

Sage Math Reviews

  1. WilliamStein
    · CEO at SageMath, Inc. ·
    SageMath's goal is to provide a viable free open source alternative to Magma, Maple, Mathematica, and Matlab

    I started SageMath in 2004 to provide a FOSS alternative to expensive commercial mathematics software. Sage is Python-based and has had around 600 volunteer contributors. The project has also received millions of dollars in support from grants around the world, and has a very active developer community.

    This site is about Software as a Service, and there are at least two easy ways to use Sage online as a service:

    https://cocalc.com and https://sagecell.sagemath.org/

    🏁 Competitors: Wolfram Mathematica, MATLAB, Maple, Magma
Matlab Alternatives
Sage Math is another software system that provides an alternative to MatLab. It is Used to analyze large data sets and help in scientific researches. Built on top of Python-based scientific library. Python is clear and easily readable. It is syntactically similar to Matlab. It provides a command-line interface and embedded tools to carry out mathematical functions. The...
Source: www.educba.com

Social recommendations and mentions

Based on our record, Sage Math seems to be more popular. It has been mentiond 4 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

CuPy mentions (0)

We have not tracked any mentions of CuPy yet. Tracking of CuPy recommendations started around May 2025.

Sage Math mentions (4)

  • Did studying proof based math topics e.g. analysis make you a better programmer?
    I received a Ph.D. In pure math (number theory) from Berkeley, and then worked as an academic mathematician for 20 years, so wrote a few dozen research papers and some books. My ability to write software for doing mathematics was obviously better as a result of studying mathematics, e.g., I started SageMath (https://sagemath.org) and wrote a big chunk of it. Now I mostly do full stack web development (I... - Source: Hacker News / over 2 years ago
  • How do I get this calculator to give me the derivative?
    You could also try sagemath (sagemath.org), available for window, mac & linux for free. Source: over 2 years ago
  • Are there any good free numeric computing environments?
    SageMath gets my vote. I use it to compute simplicial objects that turn out to be infinitely categories. https://sagemath.org SageMath includes most of the python libraries already mentioned, and much more. Source: over 2 years ago
  • TIL that the Sage Sage Sage of the Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage Sage
    I am a fan of this site (and of this site's tutorial in particular). I would also recommend this site. The SageMath site has some good tutorials too. Source: almost 3 years ago

What are some alternatives?

When comparing CuPy and Sage Math, you can also consider the following products

MATLAB - A high-level language and interactive environment for numerical computation, visualization, and programming

SciPy - SciPy is a Python-based ecosystem of open-source software for mathematics, science, and engineering. 

GNU Octave - GNU Octave is a programming language for scientific computing.

Julia - Julia is a sophisticated programming language designed especially for numerical computing with specializations in analysis and computational science. It is also efficient for web use, general programming, and can be used as a specification language.

Wolfram Mathematica - Mathematica has characterized the cutting edge in specialized processing—and gave the chief calculation environment to a large number of pioneers, instructors, understudies, and others around the globe.

R Lang - R is a free software environment for statistical computing and graphics.

Loading...