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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
18th
Average Rating
8.2
Reviews Sentiment
7.0
Number of Reviews
20
Ranking in other categories
AI Development Platforms (17th)
MathWorks Matlab
Ranking in Data Science Platforms
14th
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 April 2026, in the Data Science Platforms category, the mindshare of IBM Watson Studio is 2.3%, up from 1.9% compared to the previous year. The mindshare of MathWorks Matlab is 1.8%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Mindshare Distribution
ProductMindshare (%)
MathWorks Matlab1.8%
IBM Watson Studio2.3%
Other95.9%
Data Science Platforms
 

Featured Reviews

AK
Senior Quality Automation Engineer at BMC Software, Inc.
Unified platform has accelerated model validation workflows and supports collaborative automation
Every product in the market has a separate room for improving their product flexibility across the market. IBM Watson Studio is a strong platform, but there are a few areas where it could improve. One key area is usability and interface simplicity, especially for new users. The platform has many features, which can make the initial learning curve a bit steep. Another area is performance and responsiveness, particularly when working with large datasets or complex notebooks. Improving optimization and execution speed would enhance the overall experience. I would like to add some more points on the improvements. Improving integration with other enterprise tools and cloud services would make it easier to fit into diverse data ecosystems. It would also be helpful to have more transparency and control over resource usage and cost. Additionally, enhancing debugging and monitoring capabilities for pipelines and models would make it easier to troubleshoot issues.
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

"The scalability of IBM Watson Studio is great."
"The most important thing is that it's a multi-faceted solution, a kind of specialist, not a generalist, that can produce very specific information for the customer and is totally different from Google or any search engine that produces generic information."
"The system's ability to take a look at data, segment it and then use that data very differently."
"Technical support is great. We have had weekly teleconferences with the technical people at IBM, and they have been fantastic."
"For me, the valuable feature of the solution is the one that I used, which was Jupyter notebooks."
"In my experience, AutoML is the most valuable feature of IBM Watson Studio."
"It is a stable, reliable product."
"The most valuable feature is the system's ability to take a look at data, segment it and then use that data very differently."
"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."
"This solution is pretty good, I truly enjoy it."
"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."
 

Cons

"Initially, it was quite complex. For us, it was not only a matter of getting it installed, that was just a start. It was also trying to come up with a standard way of implementing it across the entire organization, which had been a challenge."
"One of the disadvantages I have with IBM Watson Studio is the cost, as it is a bit more on the higher side considering the market competition."
"Initially, it was quite complex. For us, it was not only a matter of getting it installed, that was just a start."
"I think maybe the support is an area where it lacks."
"The initial setup was complex."
"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."
"The decision making in their decision making feature is less good than other options."
"One area that could be improved is the backup and restoration of the database and the overall database configuration."
"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."
"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."
"To make use of the GPU, you have to have an Nvidia card."
 

Pricing and Cost Advice

"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."
"IBM Watson Studio is an expensive solution."
"IBM Watson Studio is a reasonably priced product"
"The pricing for the software itself is reasonable, and I didn't encounter any additional costs beyond the initial purchase or license."
"We have a single user license. Support and add-ons are an extra fee."
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Top Industries

By visitors reading reviews
Financial Services Firm
12%
Manufacturing Company
10%
University
7%
Construction Company
7%
Computer Software Company
11%
Construction Company
10%
Comms Service Provider
9%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise1
Large Enterprise10
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 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...
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...
 

Also Known As

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

Overview

Information not available
 

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: March 2026.
885,789 professionals have used our research since 2012.