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IBM Watson Studio vs MathWorks Matlab comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 5, 2024

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

IBM Watson Studio
Ranking in Data Science Platforms
17th
Average Rating
8.0
Reviews Sentiment
6.9
Number of Reviews
17
Ranking in other categories
AI Development Platforms (16th)
MathWorks Matlab
Ranking in Data Science Platforms
16th
Average Rating
8.8
Reviews Sentiment
5.5
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of June 2026, in the Data Science Platforms category, the mindshare of IBM Watson Studio is 2.2%, up from 2.1% compared to the previous year. The mindshare of MathWorks Matlab is 1.7%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Mindshare Distribution
ProductMindshare (%)
MathWorks Matlab1.7%
IBM Watson Studio2.2%
Other96.1%
Data Science Platforms
 

Featured Reviews

Nagy Fathy - PeerSpot reviewer
Technical Director at Tech-hub
Advanced models have driven actionable insights from complex data and support custom predictions
The features I find most valuable in IBM Watson Studio are machine learning support and testing different models for a use case, which is one of the best features on the system. IBM Watson Studio's features assist my customers in driving actionable insights from complex data sets because some models are very satisfying for the customer, mainly prediction models using different techniques, and selecting the best technique for them. Some of them are good and the customer is very satisfied, while other models were not satisfying. However, most of the cases where there was dissatisfaction, the issue was the data itself, not the model, because sometimes I train models with very small data sets and that would not be good.
RB
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.

Quotes from Members

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

Pros

"Watson Studio is the most complete tool for AI projects."
"It stands out for its substantial AI capabilities, offering a broad spectrum of features for crafting solutions that meet specific requirements."
"It is a stable, reliable product."
"It has greatly improved the performance because it is standardized across the company."
"The solution was a deployed model and I was just installing the API, sending some data and returning some data from REST API, and it was very easy to use."
"IBM Watson Studio has positively impacted my organization by increasing work efficiency, as it is an end-to-end ML pipeline in one place."
"Technical support is great. We have had weekly teleconferences with the technical people at IBM, and they have been fantastic."
"Watson Studio is very stable."
"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."
"This solution is pretty good, I truly enjoy it."
"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."
"The platform's most valuable feature is its field-specific packages, which make it very easy to use."
"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."
 

Cons

"We would like to see it less as one big, massive product, but more based on smaller services that we can then roll out to consumers."
"The initial setup was complex."
"The solution's interface is very slow at times."
"I wish learning IBM Watson Studio could be easier and more gradual, as it is a complex task. Also, I think pricing is a bit high."
"The initial setup was very complex, although it was not due to the product but rather, the complexity of the business."
"The product is already really great but for most researchers or a person like me, there are few templates to try something new, so we're limited."
"Watson Studio would be improved with a clearer path for the deployment of docker images."
"It might be easy for someone to lose their way around the system."
"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."
"It is not out-of-the-box of course, and you have to program everything yourself."
"To make use of the GPU, you have to have an Nvidia card."
"One area where the product could improve is in the ease of learning."
 

Pricing and Cost Advice

"IBM Watson Studio is an expensive solution."
"IBM Watson Studio is a reasonably priced product"
"Watson Studio's pricing is reasonable for what you get."
"The pricing is generally reasonable and straightforward but can vary significantly depending on the specific workloads in use."
"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."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
10%
University
7%
Construction Company
7%
Construction Company
10%
Computer Software Company
9%
Comms Service Provider
9%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business13
Midsize Enterprise1
Large Enterprise11
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise4
 

Questions from the Community

What is your experience regarding pricing and costs for IBM Watson Studio?
IBM Watson Studio is considered rather expensive, with a rating of six or seven. The pricing could be optimized relative to the features and capabilities of the product.
What needs improvement with IBM Watson Studio?
Better documentation and more tutorials could enhance user experience with IBM Watson Studio.
What is your primary use case for IBM Watson Studio?
My usual use cases for IBM Watson Studio include data analysis and model building.
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...
What needs improvement with MathWorks Matlab?
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 ev...
What is your primary use case for MathWorks Matlab?
I am working with MathWorks Matlab for statistics and machine learning, though I don't know which version I have, but I guess it is 21 or so. I don't care because the things I'm doing haven't chang...
 

Also Known As

Watson Studio, IBM Data Science Experience, Data Science Experience, DSx
No data available
 

Overview

 

Sample Customers

GroupM, Accenture, Fifth Third Bank
Information Not Available
Find out what your peers are saying about IBM Watson Studio vs. MathWorks Matlab and other solutions. Updated: April 2026.
896,942 professionals have used our research since 2012.