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CoCalc VS MATLAB

Compare CoCalc VS MATLAB and see what are their differences

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CoCalc logo CoCalc

Collaborative Calculation and Data Science

MATLAB logo MATLAB

A high-level language and interactive environment for numerical computation, visualization, and programming
  • CoCalc Landing page
    Landing page //
    2023-07-29

CoCalc is a sophisticated online workspace that supports Jupyter notebooks, SageMath worksheets and LaTeX. It is a fully managed Python and R Statistics environments provide a lot of packages/libraries out of the box. It is also possible to edit LaTeX files and R documents right inside your browser. A full Linux terminal and an environment to run graphical applications complete CoCalc as a very versatile platform. Beyond that, CoCalc is made for teaching a class online! Avoid the hassle of installing software on every student's machine and help your students more precisely by collaborating on their notebooks.

  • MATLAB Landing page
    Landing page //
    2022-10-30

We recommend LibHunt MATLAB for discovery and comparisons of trending MATLAB projects.

CoCalc

Website
cocalc.com
Pricing URL
Official CoCalc Pricing
$ Details
freemium $14.0 / Monthly
Platforms
Browser Docker
Release Date
2013 April
Edit details

MATLAB

Website
mathworks.com
Pricing URL
-
$ Details
-
Platforms
-
Release Date
-
Edit details

CoCalc features and specs

  • Collaboration
    CoCalc offers real-time collaboration, allowing multiple users to work on the same project simultaneously, making it ideal for group projects and teaching.
  • Integration with Jupyter Notebooks
    It supports Jupyter Notebooks, which are popular for data analysis and scientific computing, allowing users to easily share and execute their code.
  • Reproducibility
    CoCalc provides tools to help ensure that computational results can be easily reproduced, supporting both academic research and educational settings.
  • Wide Range of Tools
    The platform supports several programming languages and tools, including LaTeX, Python, R, and SageMath, offering a versatile working environment.
  • Accessibility
    As a cloud-based platform, CoCalc is accessible from anywhere with an internet connection, allowing users to work remotely.

Possible disadvantages of CoCalc

  • Performance Limitations
    As CoCalc is a cloud-based service, computational resources are shared, which can lead to performance limitations compared to local execution.
  • Cost
    While CoCalc offers a free version, advanced features and more computational resources require a subscription, which may not be affordable for all users.
  • Learning Curve
    New users might face a learning curve when getting started with CoCalc, especially if they are unfamiliar with similar platforms or the supported technologies.
  • Internet Dependency
    Since CoCalc is an online platform, a stable internet connection is necessary, which can be a disadvantage in areas with poor connectivity.
  • Limited Customization
    Compared to setting up a local environment, CoCalc may offer less flexibility in configuring the available software and environment settings.

MATLAB features and specs

  • Versatility
    MATLAB is versatile and can be used across a wide range of applications, including engineering, data analysis, robotics, and image processing.
  • Built-in Functions
    MATLAB comes with a vast library of built-in functions and toolboxes that simplify complex mathematical computations and data visualization tasks.
  • User-Friendly Interface
    The software offers an intuitive and user-friendly graphical interface that makes it accessible even for those who are not experts in programming.
  • Excellent Visualization
    MATLAB provides high-quality, customizable plots and graphs that facilitate the clear and effective presentation of data.
  • Strong Community and Support
    Users can benefit from extensive documentation, community forums, and customer support from MathWorks, which aids in troubleshooting and learning.
  • Integration Capabilities
    MATLAB integrates well with other programming languages like C, C++, and Java, and supports interfaces to SQL databases.

Possible disadvantages of MATLAB

  • Cost
    MATLAB is expensive to license, making it less accessible for small businesses, individual professionals, and students without institutional access.
  • Memory Usage
    MATLAB can be very memory-intensive, which could be a limitation when dealing with large datasets or running on devices with limited computational resources.
  • Speed
    Although MATLAB is efficient for rapid prototyping, it is generally slower in execution speed compared to compiled languages like C or Fortran, particularly for heavy computations.
  • Proprietary Nature
    Being a proprietary software, MATLAB does not offer the same level of transparency and flexibility that open-source alternatives provide.
  • Learning Curve
    For some new users, especially those who have no prior experience with numerical computing environments, it might have a steep learning curve.
  • Limited Cross-Platform Compatibility
    While MATLAB supports multiple operating systems, not all features and toolboxes are available on each platform, potentially limiting its utility in diverse environments.

CoCalc videos

+ Add

Real-time collaboration with Jupyter notebooks using CoCalc- William Stein (SageMath, Inc)

More videos:

  • Review - An overview of CoCalc
  • Review - CoCalc: Making open source data analysis software more collaborative

MATLAB videos

+ Add

Matlab Review Part 1

More videos:

  • Review - The Complete MATLAB Course: Beginner to Advanced!
  • Tutorial - Complete MATLAB Tutorial for Beginners

Category Popularity

0-100% (relative to CoCalc and MATLAB)

CoCalc

MATLAB

Mathematics
100 100%
Mathematics
0% 0
Technical Computing
0 0%
Technical Computing
100% 100
Python IDE
100 100%
Python IDE
0% 0
Numerical Computation
0 0%
Numerical Computation
100% 100

User comments

Share your experience with using CoCalc and MATLAB. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare CoCalc and MATLAB

CoCalc Reviews

Jupyter Notebook & 10 Alternatives: Data Notebook Review [2023]
CoCalc (previously called SageMathCloud) is a cloud-based collaborative platform that includes many of the same features as Jupyter Notebooks as well as a number of new ones.
Source: lakefs.io
12 Best Jupyter Notebook Alternatives [2023] – Features, pros & cons, pricing
CoCalc (formerly known as SageMathCloud) is a cloud-based platform for collaborative computing that offers many of the same features as Jupyter Notebooks, as well as a number of additional capabilities. It supports a wide variety of programming languages, including Python, R, and Julia, and provides access to powerful hardware resources, including GPUs. In addition to its...
Source: noteable.io

MATLAB Reviews

25 Best Statistical Analysis Software
MATLAB is an exceptional choice for individuals seeking to perform advanced statistical analysis and data visualization. Its high-level programming environment and comprehensive range of tools enable users to efficiently process, analyze, and visualize their data.
Source: www.scijournal.org
7 Best MATLAB alternatives for Linux
MATLAB is a programming language and numeric computing environment. It is used for solving mathematical problems and displaying the result graphically. MATLAB is a paid tool, they provide a free trial for one month.
Source: cyanogenmods.org
15 data science tools to consider using in 2021
Developed and sold by software vendor MathWorks since 1984, Matlab is a high-level programming language and analytics environment for numerical computing, mathematical modeling and data visualization. It's primarily used by conventional engineers and scientists to analyze data, design algorithms and develop embedded systems for wireless communications, industrial control,...
Source: searchbusinessanalytics.techtarget.com
The 16 Best Data Science and Machine Learning Platforms for 2021
Description: MathWorks MATLAB combines a desktop environment tuned for iterative analysis and design processes with a programming language that expresses matrix and array mathematics directly. It includes the Live Editor for creating scripts that combine code, output, and formatted text in an executable notebook. MATLAB toolboxes are professionally developed, tested, and...
Source: solutionsreview.com
Matlab Alternatives
Matrix Laboratory also known as MATLAB is a high-level programming language. It provides an interactive environment to perform computations in various fields such as mathematics, sciences and engineering streams. The results can be visualized and generated as reports for further analysis. Matlab is the pioneer in combining these things. A team of professionals develop the...
Source: www.educba.com

Social recommendations and mentions

Based on our record, CoCalc seems to be more popular. It has been mentiond 31 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.

CoCalc mentions (31)

  • Hetzner introduces GPU server for AI training
    CoCalc offers On-Demand GPU servers with H100s starting at $2.01 per hour (metered per second) through its integration with Hyperstack... It also has more budget-friendly options, like RTX A4000s at $0.18 per hour. https://cocalc.com/features/compute-server In case you are not familiar, CoCalc is a real-time collaborative environment for education and research that you can access via your web browser at... - Source: Hacker News / 8 months ago
  • Show HN: Adding Mistral Codestral and GPT-4o to Jupyter Notebooks
    Thank you for the list - I think I've come across all of these in my research! I'll try highlight the differences for each. - https://noteable.io/ - as you say, it doesn't exist anymore - https://deepnote.com - I actually mentioned this in the post but in my experience, the UX and features far behind what we've built already. I'd love to hear from anyone who's tried jupyter-ai to give us a shot and let me know... - Source: Hacker News / 10 months ago
  • Show HN: Adding Mistral Codestral and GPT-4o to Jupyter Notebooks
    - https://cocalc.com -- very extensive AI integration everywhere with all the main hosted models, mostly free or pay as you go; also has realtime collaboration. (Disclaimer: I co-authored this.). - Source: Hacker News / 10 months ago
  • Show HN: I made a better Perplexity for developers
    Is there something like this (maybe this?) that provides an API so I can integrate it like any other model into my own website (in this case, https://cocalc.com)? I tried asking the Phind.com devs, but got ignored. - Source: Hacker News / about 1 year ago
  • A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
    Cocalc.com — (formerly SageMathCloud at cloud.sagemath.com) — Collaborative calculation in the cloud. Browser access to full Ubuntu with built-in collaboration and lots of free software for mathematics, science, data science, preinstalled: Python, LaTeX, Jupyter Notebooks, SageMath, scikitlearn, etc. - Source: dev.to / over 1 year ago
View more

MATLAB mentions (0)

We have not tracked any mentions of MATLAB yet. Tracking of MATLAB recommendations started around Mar 2021.

What are some alternatives?

When comparing CoCalc and MATLAB, you can also consider the following products

Overleaf - The online platform for scientific writing. Overleaf is free: start writing now with one click. No sign-up required. Great on your iPad.

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.

ShareLaTeX - An online LaTeX editor that's easy to use. No installation, real-time collaboration, version control, hundreds of LaTeX templates, and more. Log InRegister - Reset Password - Documentation - .

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

Colaboratory - Free Jupyter notebook environment in the cloud.

Scilab - Scilab Official Website. Enter your search in the box aboveAbout ScilabScilab is free and open source software for numerical . Thanks for downloading Scilab!

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