Anaconda vs MathWorks Matlab comparison

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Anaconda Logo
2,799 views|2,094 comparisons
94% willing to recommend
MathWorks Logo
1,037 views|810 comparisons
100% willing to recommend
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Executive Summary

We performed a comparison between Anaconda and MathWorks Matlab based on real PeerSpot user reviews.

Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms.
To learn more, read our detailed Data Science Platforms Report (Updated: April 2024).
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Featured Review
Anonymous User
Neha Wanjari
Quotes From Members
We asked business professionals to review the solutions they use.
Here are some excerpts of what they said:
Pros
"The virtual environment is very good.""The most valuable feature is the Jupyter notebook that allows us to write the Python code, compile it on the fly, and then look at the results.""The most advantageous feature is the logic building.""The solution is stable.""It helped us find find the optimal area for where our warehouse should be located.""It's interesting. It's user friendly. That's what makes it outstanding among the others. It has a collection of R, Python, and others. Their platform strategy has a collection of many other visualization tools, apart from Spyder and RStudio, which is really helpful for data science. For any data science professional, Anaconda is really handy. It has almost all the tools for data science.""The product is responsive, sleek and has a beautiful interface that is pleasant to use. It helps users to easily share code.""The tool's most valuable feature is its cloud-based nature, allowing accessibility from anywhere. Additionally, using Jupyter Notebook makes it easy to handle bugs and errors."

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"The tool's most valuable feature is the Simulink environment. This feature provides an incredible capability to visually represent the system behavior before creating the code. It allows you to see the flow and interactions of the system, which is extremely beneficial for software development. With this visual representation, you can better understand the system's behavior, make necessary adjustments, and ensure maintenance and updates. This capability is why I love working with the product.""Personally for me, because I do a lot of development, I like that it is easy to test mathematical algorithms with several matrix calculations. It's perfect for that."

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Cons
"One thing that hurts the product is that the company is not doing more to advertise it as a solution and make it more well known.""Anaconda should be optimized for RAM consumption.""The interface could be improved. Other solutions, like Visual Studio, have much better UI.""I think that the framework can be improved to make it easier for people to discover and use things on their own.""One feature that I would like to see is being able to use a different language in a different cell, which would allow me to mix R and Python together.""The solution would benefit from offering more automation.""I think better documentation or a step-by-step guide for installation would help, especially for on-premise users.""Anaconda could benefit from improvement in its user interface to make it more attractive and user-friendly. Currently, it's boring."

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"In the area of improvement, sometimes there are issues with the speed of MathWorks Matlab, particularly in the Simulink environment. The tool's latest versions can be slow to open, taking significant time to load. Additionally, saving data and integrating models can also be time-consuming processes.""To make use of the GPU, you have to have an Nvidia card. What I would want it to do is to run in Next Generation with Intel or AMD, and not just with Nvidia."

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Pricing and Cost Advice
  • "The licensing costs for Anaconda are reasonable."
  • "The product is open-source and free to use."
  • "My company uses the free version of the tool. There is also a paid version of the tool available."
  • "The tool is open-source."
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  • "We have a single user license. Support and add-ons are an extra fee."
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    Questions from the Community
    Top Answer:I can use Anaconda for non-heavy tasks.
    Top Answer:My company uses the free version of the tool. There is also a paid version of the tool available.
    Top Answer:Anaconda can't handle heavy workloads. From an improvement perspective, I want Anaconda to be able to handle heavy workloads. For some enterprise versions or wherever there is a need for cloud-based… more »
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    13th
    Views
    2,799
    Comparisons
    2,094
    Reviews
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    614
    Rating
    8.0
    22nd
    Views
    1,037
    Comparisons
    810
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    Overview

    Anaconda makes it easy for you to install and maintain Python environments. Our development team tests to ensure compatibility of Python packages in Anaconda. We support and provide open source assurance for packages in Anaconda to mitigate your risk in using open source and meet your regulatory compliance requirements.

    Python is the fastest growing language for data science. Anaconda includes 720+ Python open source packages and now includes essential R packages. This powerful combination allows you to do everything you want from BI to advanced modeling on complex Big Data

    Sample Customers
    LinkedIn, NASA, Boeing, JP Morgan, Recursion Pharmaceuticals, DARPA, Microsoft, Amazon, HP, Cisco, Thomson Reuters, IBM, Bridgestone
    Information Not Available
    Top Industries
    REVIEWERS
    Financial Services Firm27%
    Manufacturing Company18%
    Non Tech Company9%
    Energy/Utilities Company9%
    VISITORS READING REVIEWS
    Financial Services Firm17%
    Computer Software Company10%
    Government9%
    Manufacturing Company6%
    VISITORS READING REVIEWS
    University11%
    Educational Organization11%
    Computer Software Company11%
    Financial Services Firm10%
    Company Size
    REVIEWERS
    Small Business42%
    Midsize Enterprise5%
    Large Enterprise53%
    VISITORS READING REVIEWS
    Small Business18%
    Midsize Enterprise13%
    Large Enterprise68%
    VISITORS READING REVIEWS
    Small Business23%
    Midsize Enterprise11%
    Large Enterprise66%
    Buyer's Guide
    Data Science Platforms
    April 2024
    Find out what your peers are saying about Databricks, Microsoft, Alteryx and others in Data Science Platforms. Updated: April 2024.
    767,667 professionals have used our research since 2012.

    Anaconda is ranked 13th in Data Science Platforms with 15 reviews while MathWorks Matlab is ranked 22nd in Data Science Platforms with 2 reviews. Anaconda is rated 7.8, while MathWorks Matlab is rated 8.6. The top reviewer of Anaconda writes "Offers free version and is helpful to handle small-scale workloads". On the other hand, the top reviewer of MathWorks Matlab writes "Has Simulink feature which helps with visual representations ". Anaconda is most compared with Databricks, Microsoft Azure Machine Learning Studio, Amazon SageMaker, Microsoft Power BI and Alteryx, whereas MathWorks Matlab is most compared with IBM SPSS Statistics, Databricks, Microsoft Azure Machine Learning Studio, TIBCO Data Science and SAS Visual Analytics.

    See our list of best Data Science Platforms vendors.

    We monitor all Data Science Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.