IBM SPSS Modeler vs IBM Watson Studio comparison

IBM SPSS Modeler and IBM Watson Studio are both solutions in the Data Science Platforms category. IBM SPSS Modeler is ranked #13 with an average rating of 6.8, while IBM Watson Studio is ranked #12 with an average rating of 8.4. IBM SPSS Modeler holds a 2.4% mindshare in Data Science Platforms, compared to IBM Watson Studio’s 1.9% mindshare. Additionally, 86% of IBM SPSS Modeler users are willing to recommend the solution, compared to 100% of IBM Watson Studio users who would recommend it.

IBM SPSS Modeler

Read 39 IBM SPSS Modeler reviews

1,793 Views
1,459 Comparison Views

86% willing to recommend

IBM Watson Studio

Read 14 IBM Watson Studio reviews

1,997 Views
1,233 Comparison Views

100% willing to recommend

IBM SPSS Modeler

IBM Watson Studio

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Executive SummaryUpdated on Dec 5, 2024

IBM SPSS Modeler and IBM Watson Studio compete in data analysis and AI-driven insights. IBM Watson Studio is often seen as having the upper hand due to its feature-rich offering.

Features:IBM SPSS Modeler offers drag-and-drop functionality, advanced statistical capabilities, and excels in data preprocessing. IBM Watson Studio stands out with superior machine learning tools, effective cloud integration, and support for open-source environments.

Room for Improvement:IBM SPSS Modeler lacks in visual modeling capabilities and doesn't sufficiently integrate new algorithms. Its support for automation is often seen as limited. IBM Watson Studio can be challenging in terms of pricing and might present integration hurdles with non-IBM products. Also, the platform can benefit from more refined user guidance for its robust features.

Ease of Deployment and Customer Service:IBM Watson Studio boasts flexible cloud-based deployment, reducing setup time and ensuring smooth integration with IBM services. Conversely, IBM SPSS Modeler requires more effort in traditional deployment yet offers robust documentation and reliable customer support.

Pricing and ROI:IBM SPSS Modeler presents attractive initial pricing, appealing to budget-focused entities. Despite higher initial costs, IBM Watson Studio can provide superior ROI with scalable solutions and advanced capabilities, offering greater potential for long-term value.

To learn more, read our detailed IBM SPSS Modeler vs. IBM Watson Studio Report (Updated: April 2025).

Buyer's Guide

IBM SPSS Modeler vs. IBM Watson Studio

April 2025

Download the complete report

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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 SPSS Modeler

Ranking in Data Science Platforms

13th

Average Rating

8.0

Reviews Sentiment

6.6

Number of Reviews

Ranking in other categories

Data Mining (4th)

IBM Watson Studio

Ranking in Data Science Platforms

12th

Average Rating

8.4

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

AI Development Platforms (10th)

Mindshare comparison

As of April 2025, in the Data Science Platforms category, the mindshare of IBM SPSS Modeler is 2.4%, down from 2.7% compared to the previous year. The mindshare of IBM Watson Studio is 1.9%, down from 2.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms

Featured Reviews

PeterHuo

Application Architect at Canada Border Services Agency

Good tool for extracting data from data warehouses, creating streams, and manipulating logic to extract final data

There are performance issues. Extracting data from many combined tables can take hours and occasionally crash the server due to memory leaks. This performance problem bothers people. The performance issue seems to be related to the server. We design streams on the client and submit them to the server, which generates a large SQL statement. There are two potential bottlenecks: one in the server and another in data extraction. I'm unsure about the exact mechanics of data splitting when fetching from the database. When streams become larger, performance bottlenecks may occur in the IBM SPSS Modeler server or the database. Sometimes the server crashes and needs to be restarted to release memory on both sides. I'm not sure exactly where the problem is caused, as I focus on stream design rather than server issues. The problem could be on the IBM SPSS Modeler server and database.

Read full review

Abilio Duarte

Senior Solutions Architect at Self-employed

A highly robust and well-documented platform that simplifies the complex world of AI

The main challenge lies in visibility and ease of use. Providing training sessions can be immensely helpful in helping users navigate and understand the tool's potential. This approach would empower users to explore and make the most of the tools and technologies at their disposal. Another area where IBM could enhance its offering is by providing more visibility to end users regarding the vast potential that Watson offers.

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

"It's a very organized product. It's easy to use."

"I think the code modeling features are the most valuable and without the need to write a code back with many different possibilities to choose from. And the second one is linked to the activity of the data preparation."

"Compared to other tools, the product works much easier to analyze data without coding."

"It handles large data better than the previous system that we were using, which was basically Excel and Access. We serve upwards of 300,000 parts over a 150 regions and we need to crunch a lot of numbers."

"In the solution, I like the virtualization of data flow since it shows what goes where, which is mostly the strength of the tool."

"New algorithms are added into every version of Modeler, e.g., SMOTE, random forest, etc. The Derive node is used for the syntax code to derive the data."

"It's very easy to use. The drag and drop feature makes it very easy when you are building and testing the streams. That's very useful."

"Very good data aggregation."

More IBM SPSS Modeler pros

"The solution is very easy to use."

"IBM Watson Studio consistently automates across channels."

"Technical support is great. We have had weekly teleconferences with the technical people at IBM, and they have been fantastic."

"It is a very stable and reliable solution."

"The scalability of IBM Watson Studio is great."

"Watson Studio is the most complete tool for AI projects."

"Stability-wise, it is a great tool."

"For me, the valuable feature of the solution is the one that I used, which was Jupyter notebooks."

More IBM Watson Studio pros

Cons

"If IBM could add some of the popular models into the SPSS for further analysis, like popular regression models, I think that would be a helpful improvement."

"The time series should be improved."

"I understand that it takes some time to incorporate some of the new algorithms that have come out in the last few months, in the literature. For example, there is an algorithm based on how ants search for food. And there are some algorithms that have now been developed to complement rules. So that's one of the things that we need to have incorporated into it."

"When you are not using the product, such as during the pandemic where we had worldwide lockdowns, you still have to pay for the licensing."

"The standard package (personal) is not supported for database connection."

"Dimension reduction should be classified separately."

"The product does not have a search function for tags."

"Neural networks are quite simple, and now neural networks are evolving to these architecture related to deep learning, etc. They didn't incorporate this in IBM SPSS Modeler."

More IBM SPSS Modeler 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."

"More features in data virtualization would be helpful. The solution could use an interactive dashboard that could make exploration easier."

"The solution's interface is very slow at times."

"The main challenge lies in visibility and ease of use."

"The decision making in their decision making feature is less good than other options."

"Watson Studio would be improved with a clearer path for the deployment of docker images."

"One area that could be improved is the backup and restoration of the database and the overall database configuration."

"So a better user interface could be very helpful"

More IBM Watson Studio cons

Pricing and Cost Advice

"The scalability was kind of limited by our ability to get other people licenses, and that was usually more of a financial constraint. It's expensive, but it's a good tool."

"If you are in a university and the license is free then you can use the tool without any charges, which is good."

"It is an expensive product."

"Having in mind all four tools from Garner’s top quadrant, the pricing of this tool is competitive and it reflects the quality that it offers."

"Its price is okay for a company, but for personal use, it is considered somewhat expensive."

"$5,000 annually."

"The government has funds and a budget, it's hard to say if it's expensive or cheap. In Canada, they have a yearly budget. They used to encourage people to use the modeler for development. If ten users use the server with ten licenses, it runs faster. But if forty users use the same appliance, everything slows down. People then think it's not easy to do things and prefer using remote tools like Python to extract data from the database. It's not about being expensive or cheap, but about people's knowledge and experience in how to do the work."

"I am using the free version of IBM SPSS Modeler, it is the educational edition version."

More IBM SPSS Modeler pricing and cost advice

"IBM Watson Studio is a reasonably priced product"

"IBM Watson Studio is an expensive solution."

"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."

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Top Industries

By visitors reading reviews

Financial Services Firm

13%

Educational Organization

12%

University

Computer Software Company

Financial Services Firm

15%

Computer Software Company

12%

Manufacturing Company

10%

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

Questions from the Community

What do you like most about IBM SPSS Modeler?

Compared to other tools, the product works much easier to analyze data without coding.

See all answers

What is your experience regarding pricing and costs for IBM SPSS Modeler?

The government has funds and a budget, it's hard to say if it's expensive or cheap. In Canada, they have a yearly budget. They used to encourage people to use the modeler for development. If ten us...

See all answers

What needs improvement with IBM SPSS Modeler?

See all answers

What do you like most about IBM Watson Studio?

Stability-wise, it is a great tool.

See all answers

What is your experience regarding pricing and costs for IBM Watson Studio?

The pricing of Watson Studio is justified by the benefits and power it offers.

See all answers

What needs improvement with IBM Watson Studio?

One area that could be improved is the backup and restoration of the database and the overall database configuration. There were also challenges with programming the network extension in the last p...

See all answers

Comparisons

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Altair RapidMiner vs IBM SPSS Modeler

Compared 7% of the time

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Compared 25% of the time

Microsoft Azure Machine Learning Studio vs IBM Watson Studio

Compared 14% of the time

Azure OpenAI vs IBM Watson Studio

Compared 14% of the time

Google Vertex AI vs IBM Watson Studio

Compared 13% of the time

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Product Reports

Buyer's Guide

IBM SPSS Modeler

April 2025

Download IBM SPSS Modeler product report

Buyer's Guide

IBM Watson Studio

April 2025

Download IBM Watson Studio product report

Also Known As

SPSS Modeler

Watson Studio, IBM Data Science Experience, Data Science Experience, DSx

Overview

IBM SPSS Modeler is an extensive predictive analytics platform that is designed to bring predictive intelligence to decisions made by individuals, groups, systems and the enterprise. By providing a range of advanced algorithms and techniques that include text analytics, entity analytics, decision management and optimization, SPSS Modeler can help you consistently make the right decisions from the desktop or within operational systems.

Buy
https://www.ibm.com/products/spss-modeler/pricing

Sign up for the trial
https://www.ibm.com/account/reg/us-en/signup?formid=urx-19947

IBM

IBM Watson Studio provides tools for data scientists, application developers and subject matter experts to collaboratively and easily work with data to build and train models at scale. It gives you the flexibility to build models where your data resides and deploy anywhere in a hybrid environment so you can operationalize data science faster.

IBM

Sample Customers

Reisebªro Idealtours GmbH, MedeAnalytics, Afni, Israel Electric Corporation, Nedbank Ltd., DigitalGlobe, Vodafone Hungary, Aegon Hungary, Bureau Veritas, Brammer Group, Florida Department of Juvenile Justice, InSites Consulting, Fortis Turkey

GroupM, Accenture, Fifth Third Bank

Buyer's Guide

IBM SPSS Modeler vs. IBM Watson Studio

April 2025

Free Report: IBM SPSS Modeler vs. IBM Watson Studio

Find out what your peers are saying about IBM SPSS Modeler vs. IBM Watson Studio and other solutions. Updated: April 2025.

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