Altair RapidMiner vs MathWorks Matlab comparison

Altair and MathWorks are both solutions in the Data Science Platforms category. Altair is ranked #8 with an average rating of 8.3, while MathWorks is ranked #14 with an average rating of 9.0. Altair holds a 5.0% mindshare in Data Science Platforms, compared to MathWorks’s 1.6% mindshare. Additionally, 96% of Altair users are willing to recommend the solution, compared to 100% of MathWorks users who would recommend it.

Altair RapidMiner

Read 24 Altair RapidMiner reviews

4,265 Views
3,625 Comparison Views

96% willing to recommend

MathWorks Matlab

Read 5 MathWorks Matlab reviews

779 Views
756 Comparison Views

100% willing to recommend

Altair RapidMiner

MathWorks Matlab

Comparison Buyer's Guide

Download the report

Executive SummaryUpdated on Dec 21, 2025

Altair RapidMiner and MathWorks Matlab are prominent competitors in data analysis and processing. Altair RapidMiner holds an advantage in pricing and customer support, while MathWorks Matlab is favored for its comprehensive features.

Features: Altair RapidMiner offers predictive analytics, machine learning capabilities, and a drag-and-drop interface. MathWorks Matlab provides computational power, algorithmic features, and toolboxes for image processing and control systems.

Room for Improvement: RapidMiner could enhance its generative AI capabilities, documentation clarity, and integration with more data sources. Matlab might refine its interface, simplify licensing, and expand support for non-coders.

Ease of Deployment and Customer Service: Altair RapidMiner ensures easy deployment with effective user assistance. MathWorks Matlab, despite a more intricate installation, benefits from robust community support and detailed documentation.

Pricing and ROI: Altair RapidMiner is cost-effective, offering a solid ROI for budget-conscious businesses. MathWorks Matlab's higher price reflects its extensive feature set and regular updates, yielding significant long-term value.

To learn more, read our detailed Altair RapidMiner vs. MathWorks Matlab Report (Updated: December 2025).

Buyer's Guide

Altair RapidMiner vs. MathWorks Matlab

December 2025

Download the complete report

Helped 879,853 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Altair RapidMiner

Ranking in Data Science Platforms

8th

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Predictive Analytics (3rd)

MathWorks Matlab

Ranking in Data Science Platforms

14th

Average Rating

8.8

Reviews Sentiment

5.5

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of January 2026, in the Data Science Platforms category, the mindshare of Altair RapidMiner is 5.0%, down from 7.6% compared to the previous year. The mindshare of MathWorks Matlab is 1.6%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms Market Share Distribution
Product	Market Share (%)
Altair RapidMiner	5.0%
MathWorks Matlab	1.6%
Other	93.4%

Data Science Platforms

Featured Reviews

VictorSantos

Professor at Instituto Superior de Contabilidade e Administraçao de Coimbra

Utilize intuitive CRISP model support and predictive analytics features for effective data analysis

Altair RapidMiner is appreciated for its ease of use and the CRISP data mining model it supports, covering steps like data preparation, data understanding, and business understanding. The tool’s auto model feature is excellent as it allows simulation of models to select the best one. It is useful for predictive analytics with community support for model adjustments. I also find handling complex datasets promising, although there's a need for improvement with generative AI adaptation.

Read full review

Prof. Dr. Rudolf Bisping

Business Owner at SASS GmbH

Versatile system empowers users with advanced algorithm development and seamless integration capabilities

The application is pretty good, and I don't really complain. For my purposes, MathWorks Matlab is perfect because it's very versatile; it is not out-of-the-box of course, and you have to program everything yourself. If you are experienced enough, you can do many things which other programs, for instance, SPSS, cannot do, as you need to program it—it's a fourth-generation programming language. In the future of MathWorks Matlab, I would appreciate the addition of many AI features, as there are a lot of machine learning capabilities and many AI features in the visual scene, although I don't need those because I use this feature data and don't work on pictures or images. However, you can work on images and can then do deep learning and that stuff, which is one of the real strengths of MathWorks Matlab.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"The solution is very intuitive and powerful."

"The solution is stable."

"Altair RapidMiner is easy to use and intuitive with no coding required, making it a low code tool."

"RapidMiner is very easy to use."

"The GUI capabilities of the solution are excellent. Their Auto ML model provides for even non-coder data scientists to deploy a model."

"We value the collaboration and governance features because it's a comprehensive platform that covers everything from data extraction to modeling operations in the ML language. RapidMiner is competitive in the ML space."

"What I like about RapidMiner is its all-in-one nature, which allows me to prepare, extract, transform, and load data within the same tool."

"The most valuable feature is what the product sets out to do, which is extracting information and data."

More Altair RapidMiner pros

"The platform's most valuable feature is its field-specific packages, which make it very easy to use."

"What I appreciate about MathWorks Matlab is that it is the most versatile program system I know; there are so many toolboxes which I don't need, as I mostly work with statistics, but it's amazing how many functions there are."

"Making digital twins saves significant time; checking something in simulation is more cost-effective—for instance, with marine engines, we typically need about 10 years of checking to find misfires, but with MathWorks Matlab, we can complete it in one month."

"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."

"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."

Cons

"RapidMiner can improve deep learning by enhancing the features."

"The server product has been getting updated and continues to be better each release. When I started using RapidMiner, it was solid but not easy to set up and upgrade."

"The visual interface could use something like the-drag-and-drop features which other products already support. Some additional features can make RapidMiner a better tool and maybe more competitive."

"One challenge I encountered while implementing RapidMiner was the lack of documentation. Since there aren't as many users, finding resources to learn the tool was initially difficult. To overcome this hurdle, I believe RapidMiner could improve by providing more tutorials tailored for new users."

"I think that they should make deep learning models easier."

"Many things in the interface look nice, but they aren't of much use to the operator. It already has lots of variables in there."

"I would like to see all users have access to all of the deep learning models, and that they can be used easily."

"I would like to see more integration capabilities."

More Altair RapidMiner cons

"It is not out-of-the-box of course, and you have to program everything yourself."

"One area where the product could improve is in the ease of learning."

"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."

"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."

Pricing and Cost Advice

"Although we don't pay licensing fees because it is being used within the university, my understanding is that the cost is between $5,000 and $10,000 USD per year."

"The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."

"I used an educational license for this solution, which is available free of charge."

"I'm not fully aware of RapidMiner's price because we had licenses provided, but from my analysis, it's moderately priced, not too high or too low. It's worth the investment."

"For the university, the cost of the solution is free for the students and teachers."

"We have a single user license. Support and add-ons are an extra fee."

"The pricing for the software itself is reasonable, and I didn't encounter any additional costs beyond the initial purchase or license."

See which vendors are best for you

Use our free recommendation engine to learn which Data Science Platforms solutions are best for your needs.

See recommendations

879,853 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Computer Software Company

11%

Manufacturing Company

11%

University

11%

Educational Organization

Computer Software Company

14%

Comms Service Provider

Government

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	12
Midsize Enterprise	5
Large Enterprise	8

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	1
Large Enterprise	4

Questions from the Community

What do you like most about RapidMiner?

RapidMiner is a no-code machine learning tool. I can install it on my local machine and work with smaller datasets. It can also connect to databases, allowing me to build models directly on the dat...

See all answers

What is your experience regarding pricing and costs for RapidMiner?

I started with a trial version. We are likely to purchase a license, which may offer additional features.

See all answers

What needs improvement with RapidMiner?

Currently, I am unsure of all the AI features available in Altair RapidMiner, particularly advanced AI capabilities like neural networks and deep learning. It would be beneficial if the platform co...

See all answers

What do you like most about MathWorks Matlab?

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...

See all answers

What is your experience regarding pricing and costs for MathWorks Matlab?

Regarding the pricing part and licensing cost for MathWorks Matlab, it is not cheap, but it depends on the functions you need. You don't need all of them; you may just require a few and then it's r...

See all answers

What needs improvement with MathWorks Matlab?

See all answers

Comparisons

KNIME Business Hub vs Altair RapidMiner

Compared 38% of the time

Dataiku vs Altair RapidMiner

Compared 13% of the time

Alteryx vs Altair RapidMiner

Compared 7% of the time

Tableau Enterprise vs Altair RapidMiner

Compared 5% of the time

Databricks vs Altair RapidMiner

Compared 4% of the time

More Altair RapidMiner Competitors

Amazon SageMaker vs MathWorks Matlab

Compared 14% of the time

Anaconda Business vs MathWorks Matlab

Compared 13% of the time

SAS Enterprise Miner vs MathWorks Matlab

Compared 9% of the time

IBM Watson Studio vs MathWorks Matlab

Compared 8% of the time

KNIME Business Hub vs MathWorks Matlab

Compared 8% of the time

More MathWorks Matlab Competitors

Product Reports

Buyer's Guide

Altair RapidMiner

January 2026

Download Altair RapidMiner product report

Buyer's Guide

MathWorks Matlab

December 2025

Download MathWorks Matlab product report

Overview

Altair RapidMiner is a leading platform for data science and machine learning, offering a user-friendly interface with powerful tools for predictive analytics. It supports integration with APIs, Python, and cloud services for streamlined workflow creation.

RapidMiner provides an efficient data science environment featuring drag-and-drop functionality, automation tools, and a wide array of algorithms, making it adaptable for novices and experts alike. Users benefit from easy data preparation and analysis alongside robust support from a vibrant community. Challenges include better onboarding and deep learning model accessibility, alongside calls for enhanced image processing and large language model integration.

What features make Altair RapidMiner stand out?

Data science tools: Facilitates machine learning and predictive analytics.
Code-optional GUI: Enables non-programmers to create workflows seamlessly.
Integration: Supports APIs, Python, and cloud services.
Drag-and-drop functionality: Simplifies workflow creation for users.
Algorithm variety: Offers diverse methods for data analysis.

What benefits and ROI should users consider when evaluating?

Efficiency: Saves time in data preparation and workflow automation.
Accessibility: Intuitive design aids beginners and experts.
Community: Access to extensions and collaborative resources.
Documentation: Comprehensive tutorials enhance learning.

Altair RapidMiner is extensively used in business and academia, facilitating tasks like predictive analytics, segmentation, and deployment. In education, it supports data science teaching and research, while in industries such as telecom, banking, and healthcare, it's used for data mining, decision trees, and market analysis.

Altair

Information not available

MathWorks

Sample Customers

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen

Information Not Available

Buyer's Guide

Altair RapidMiner vs. MathWorks Matlab

December 2025

Free Report: Altair RapidMiner vs. MathWorks Matlab

Find out what your peers are saying about Altair RapidMiner vs. MathWorks Matlab and other solutions. Updated: December 2025.

DOWNLOAD NOW

879,853 professionals have used our research since 2012.

See our Altair RapidMiner vs. MathWorks Matlab report.

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.