Alteryx vs IBM SPSS Modeler comparison

Alteryx and IBM are both solutions in the Data Science Platforms category. Alteryx is ranked #5 with an average rating of 8.2, while IBM is ranked #13 with an average rating of 8.0. Alteryx holds a 3.5% mindshare in Data Science Platforms, compared to IBM’s 3.2% mindshare. Additionally, 89% of Alteryx users are willing to recommend the solution, compared to 86% of IBM users who would recommend it.

Alteryx

Read 85 Alteryx reviews

7,504 Views
4,202 Comparison Views

89% willing to recommend

IBM SPSS Modeler

Read 40 IBM SPSS Modeler reviews

3,108 Views
2,331 Comparison Views

86% willing to recommend

Alteryx

IBM SPSS Modeler

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 5, 2024

Alteryx and IBM SPSS Modeler operate in the realm of data analytics and predictive modeling. Alteryx has the upper hand in user experience due to its no-code approach, whereas IBM SPSS Modeler leverages strong statistical tools and integration with Python and R.

Features: Alteryx stands out with its intuitive drag-and-drop interface for data blending and predictive analytics, along with robust machine learning capabilities. It provides excellent spatial tools for geographic analysis and supports in-database analytics. IBM SPSS Modeler is notable for its visual programming and extensive statistical models, allowing easy integration with Python and R for deeper customization. Its predictive modeling strengths are particularly appealing to users.

Room for Improvement: Alteryx could enhance its offering with more advanced in-database functionalities, improved visualization tools, and better cloud integration. IBM SPSS Modeler needs to improve real-time data processing speeds, open-source feature support, and deployment environments like Linux.

Ease of Deployment and Customer Service: Alteryx offers flexibility with both on-premises and public cloud deployments, backed by an active user community. While customer service is generally regarded highly, it can be inconsistent. IBM SPSS Modeler is largely on-premises, benefiting from an active partner network and flexible pricing within large agreements.

Pricing and ROI: Alteryx is perceived as expensive but offers significant ROI through efficiency and robust support, with scalable pricing for larger enterprises. IBM SPSS Modeler’s costs are high relative to its tool level, yet flexible licensing can reduce expenses. Both tools provide considerable ROI, with Alteryx users experiencing higher satisfaction due to time and resource savings.

To learn more, read our detailed Alteryx vs. IBM SPSS Modeler Report (Updated: April 2026).

Buyer's Guide

Alteryx vs. IBM SPSS Modeler

April 2026

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

Alteryx

Ranking in Data Science Platforms

5th

Average Rating

8.4

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Predictive Analytics (1st), Data Preparation Tools (1st)

IBM SPSS Modeler

Ranking in Data Science Platforms

13th

Average Rating

8.0

Reviews Sentiment

6.3

Number of Reviews

Ranking in other categories

Data Mining (3rd)

Mindshare comparison

As of April 2026, in the Data Science Platforms category, the mindshare of Alteryx is 3.5%, down from 6.2% compared to the previous year. The mindshare of IBM SPSS Modeler is 3.2%, up from 2.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Data Science Platforms Mindshare Distribution
Product	Mindshare (%)
Alteryx	3.5%
IBM SPSS Modeler	3.2%
Other	93.3%

Data Science Platforms

Q&A Highlights

SALVADOR ANTONIO IORIO DE JUNIOR

BI / Big Data / Analytics Solutions Architect at a energy/utilities company with 5,001-10,000 employees

Nov 02, 2020

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?

One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me directly if you want to know more.

See all answers

Featured Reviews

Rajneesh Prajapati

Senior Rpa Consultant at Accely Consulting

Time-saving workflows have transformed data preparation and predictive analysis for my team

Some of the best features Alteryx offers are its no and low-code capabilities. It delivers massive time-saving and includes spatial and predictive analysis. Alteryx includes built-in tools such as drive time analysis and linear regression, which are much harder to achieve in standard BI tools such as Power BI or Tableau. In addition to these features, Alteryx provides built-in spatial tools that can calculate drive time and location-based insights with minimal effort through drag-and-drop spatial tools, low complex coding, faster, and more accurate results. Linear regression predicts sales based on marketing spend, estimates costs based on usage, and identifies trends in historical data. Alteryx has positively impacted my organization by saving time, improving accuracy, and enabling better decision-making. Using Alteryx, complex tasks such as data cleansing, joining datasets, drive time analysis, and linear regression can be done much faster compared to manual Excel or SQL work. This reduces dependency on manual effort and lowers the risk of human error. Drive time analysis helps my organization make better location-based decisions, such as identifying optimal service areas or improving customer reach.

Read full review

Prof. Dr. Rudolf Bisping

Business Owner at SASS GmbH

Support and flexibility enable effective project initiation and meet customer needs but deployment requires enhancement

The customer comes to you and says they want to deploy it and make a production out of this, which is very difficult and expensive with IBM SPSS Modeler. With MATLAB, there is no problem. I have a solution, and then I convert my MATLAB solution to C programming language. This I can deploy, and I can check it, and it is MISRA compatible. It is very easy to deploy it, to go from MATLAB to C or C++, which is actually needed in the car industry. In the car industry, they want to have it in the hardware. You cannot put MATLAB or IBM SPSS Modeler in the hardware of a car, but with C, there is no problem with a microcontroller. They can shoot it into the microcontroller, and I can check it with Polyspace, and it is MISRA compatible, which is an industrial standard. There is nothing similar in IBM SPSS Modeler. I made solutions with IBM SPSS Modeler, and then the customer said they wanted to make a production out of it, and it was not possible. I stopped with IBM SPSS Modeler 18. It is now 18.6 from what I know at the moment. I do not believe that there is a possibility to design a graphic user interface with it. It is itself a graphic user interface, where you put all sorts of little icons into the display.

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

"I like the solution's velocity, the speed with which it processes data, and its ease of use."

"Once we got it in-house, I knew its value."

"Alteryx has made us more agile and increased the speed and effectiveness of decision making."

"The solution has excellent drag and drop functionality, there's no need for coding, and there are nodes ready for us to use as well, which makes everything extremely easy and the user-friendliness a big draw for us."

"Its initial setup is easy."

"The solution does a good job with data transformation."

"It has certainly paid for itself on a per-user basis."

"Any company considering a data processing platform which is light, offers good flexibility, and deals with moderate or low sized data, will find this is a really good spend."

More Alteryx pros

"GUI and flow management."

"We are creating models and putting them into production much faster than we would if we had just gone with a strict, code-based solution, like R or Python."

"Quickness and ease of use with the guarantee of robust modeling techniques and trustworthy accuracy."

"We had an IBM Guardium service contract where we used one of their resources to help us develop our prototype."

"Most of the other solutions are trying to imitate IBM Modeler."

"It helped me in that I didn't need to write them by hand, and I could get a result in one or two minutes. That helped me a lot."

"The customer loves it at first glance because it is so easy to handle, and you get a solution pretty soon."

"Projecting models, forecasting, being able to incorporate things that we could only imagine, and coming into new, faster learning capabilities from it."

More IBM SPSS Modeler pros

Cons

"Even when it already includes some AI models, this area could be improved."

"It is a little bit pricey."

"The scalability worries me a lot at the moment because the cost of the solution is high and it is not growing considerably."

"The interface could be improved."

"They can provide some pre-built tools for predictive analytics instead of us having to build all the tools. It should also be improved from the visualization aspect. It should have better visualization capabilities. There are tools out there that have better visualization capabilities, which Alteryx is lacking currently."

"Although I use this product regularly, I used to code for many years and I am not a big fan of tools like Alteryx. I don't think that it's a good product, and the reason is that when the use cases get more complex, the models get exponentially larger and more complex to put together."

"I think they should really work on integrating or have a capacity to integrate some algorithmic code. I think that's one of the most important things they need to be doing."

More Alteryx cons

"When I do clustering, I want to try a different stream, but currently the only thing that I can really pick is averaging."

"The platform's cloud version needs improvements."

"The scalability was kind of limited by our ability to get other people licenses, and that was usually more of a financial constraint."

"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."

"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."

"Customer support is hard to contact."

"I would like better integration into the Weather Company solution. I have raised a couple of concerns about this integration and having more time series capabilities."

"Time Series or forecasting needs to be easier. It is a very important feature, and it should be made easier and more automated to use. For instance, for logistic regression, binary or multinomial is used automatically based on the type of the target variable. I wish they can make Time Series easier to use in a similar way."

More IBM SPSS Modeler cons

Pricing and Cost Advice

"Its price should be lower. The key thing that we see is that talking about ROI is an important element at the time of purchase. Cost becomes a factor in every discussion. Justifying the ROI for these kinds of workflows is always a challenge, and the only way to counter the challenge is by addressing the pricing."

"My organization pays for it, and I do not look into the financial aspect of the licensing, but I know it is pretty expensive."

"The pricing is $5000 per year per production license."

"The license is really expensive, we cannot afford to have two or three. It takes away all the budget of my area."

"The solution has a more costly license than other tools in the market."

"Very transparent."

"I rate the solution's pricing as a ten, as it is highly priced."

"The price could be better."

More Alteryx pricing and cost advice

"This tool, being an IBM product, is pretty expensive."

"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."

"It got us a good amount of money with quick and efficient modeling."

"It is a huge increase to time savings."

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

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

"$5,000 annually."

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

More IBM SPSS Modeler pricing and cost advice

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Answers from the Community

SALVADOR ANTONIO IORIO DE JUNIOR

BI / Big Data / Analytics Solutions Architect at a energy/utilities company with 5,001-10,000 employees

Nov 2, 2020

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?

There are some important differences between both products. So probably, the first question I'll ask you is "for what use case are you evaluating these products?" Of course, there are some general differences, starting with the T.C.O. and functionalities. Alteryx is a code-free and code-friendly platform that allows you to tackle the whole cycle of your data, starting on the consumption from a...

2 out of 5 answers

Abdellah Benaoussar

Professor Adjunct at a university with 5,001-10,000 employees

Nov 11, 2019

One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me directly if you want to know more.

Read full answer

Michael Roytman, MBA Global Management

Senior Enterprise Architect at a individual & family service with 1,001-5,000 employees

Nov 11, 2019

I am unfamiliar with the IBM SPSS Modeler but use KNIME and Alteryx for different projects. Alteryx is an excellent, very easy to get started with and get to results data cleansing, ETL, analytics, geospatial modeling, predictive analytics. I build reusable macros in Alteryx, use flexible inputs for what-if modeling, feed information to Power BI or Tableau. It seems price competitive against SPSS.

Read full answer

See all 5 answers

Top Industries

By visitors reading reviews

Financial Services Firm

20%

Manufacturing Company

Computer Software Company

Retailer

Financial Services Firm

11%

Government

10%

University

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	32
Midsize Enterprise	15
Large Enterprise	54

By reviewers
Company Size	Count
Small Business	9
Midsize Enterprise	4
Large Enterprise	32

Questions from the Community

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?

One of the differences is that with Alteryx you can use it as an ETL and analytics tool. Please connect with me directly if you want to know more.

See all answers

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?

Alteryx is an extremely easy and flexible data tool, flexible in terms of drag and drop toolset and also has python, R integrations if your team requires this. It can handle over 2 billion rows of...

See all answers

What is the Biggest Difference Between Alteryx and IBM SPSS Modeler?

I am not familiar with IBM SPSS Modeler, therefore, I cannot compare these two products. Regarding Alteryx I can say the following: - An excellent desktop tool for Data Prep and analytics. - Featu...

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 is your primary use case for IBM SPSS Modeler?

I have been using IBM SPSS Modeler for a long time. I am using IBM SPSS Modeler mainly for ETL. Sometimes I use it to compare the results of the modeling as compared to MATLAB. MATLAB is the main t...

See all answers

Comparisons

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Compared 9% of the time

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Compared 5% of the time

Red Hat Lightspeed vs Alteryx

Compared 2% of the time

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Compared 35% of the time

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Compared 5% of the time

Microsoft Power BI vs IBM SPSS Modeler

Compared 4% of the time

SAS Enterprise Miner vs IBM SPSS Modeler

Compared 4% of the time

Altair RapidMiner vs IBM SPSS Modeler

Compared 3% of the time

More IBM SPSS Modeler Competitors

Product Reports

Buyer's Guide

Alteryx

April 2026

Download Alteryx product report

Buyer's Guide

IBM SPSS Modeler

April 2026

Download IBM SPSS Modeler product report

Also Known As

No data available

SPSS Modeler

Overview

Alteryx can be used to speed up or automate your business processes and enables geospatial and predictive solutions. Its platform helps organizations answer business questions quickly and efficiently, and can be used as a major building block in a digital transformation or automation initiative. With Alteryx, you can build processes in a more efficient, repeatable, and less error-prone way. Unlike other tools, Alteryx is easy to use without an IT background. The platform is very robust and can be used in virtually any industry or functional area.

With Alteryx You Can:

Prep, blend, and analyze data
Deliver faster, better business outcomes
Automate analytics and data science
Embed intelligent decisioning
Deploy and share analytics in hours

Alteryx Features Include:

Some of the most valuable Alteryx features include:

Scalability, stability, flexibility, fast performance, no-code analytics, data processing, business logic wrapping, scheduling, ease of use, data blending from different platforms, geo-referencing, good customization capabilities, drag and drop functionality, intuitive user interface, connectors, machine learning, macros, simple GUI, integration with Python, good data transformation, good documentation, multiple database merging, and easy deployment.

Alteryx Can Be Used For:

Combining and manipulating data within spreadsheets: Alteryx can be used in situations where complex data manipulation occurs. It can handle large data quickly, and the process is much simpler to see and understand.
Database access and supplementing SQL development: Alteryx has several sets of database connectors and functions, including many functions that your average database does not. Alteryx can work with data from multiple databases or areas within a database. It allows users to filter, sort, calculate, etc. as they would commonly do in SQL or an ETL tool.
API, cloud, and hybrid access: Alteryx can read and write data in databases, files, REST APIs, and a myriad of other locations (with the correct permissions). When a workflow is published, you can also call a workflow through a REST API to start it.
Data science: Alteryx provides pre-built models that are extremely useful for data scientists who may have limited programming skills and also gives you the ability to add R or Python code directly within a workflow.
Geospatial analysis: Alteryx gives users drag-and-drop tools to geocode, plot, and map locations, customers, competitors, or anything that has a location (employee, truck, pipeline, etc.).
Reports and dashboards: Alteryx provides built-in tools that enable the building of reports and dashboards.

Alteryx Benefits

Some of the benefits of using Alteryx include
:

Saves time: Alteryx helps shorten the time required to start analyzing data and looking for insights, minimizing the tasks that do not add value to the business and maximizing the analysis phase.
Clear tool configurations: Alteryx provides simple and concise tool configurations that are quick and easy to set.
Excellent workflow compatibility.
Reduced development time: Alteryx has an extensive gallery of user-developed analytic applications that helps to reduce development time.
Fast data loading: Alteryx has tools that make it very effective when working with big data sets.
No-code, low-code analytic building blocks: You can prep, blend, and analyze data to enable highly configurable and repeatable workflows.
Machine learning: Alteryx allows you to quickly create properly trained algorithms that are ready to deploy.

Reviews from Real Users

"Automation is the most valuable aspect for us. The ability to wrap business logic around the data is very helpful." - Theresa M., Senior Capacity Planner at a financial services firm

"Alteryx has made us more agile and increased the speed and effectiveness of decision making." - Richard F., Director, Digital Experience & Media at Qdoba Restaurant Corporation

"The scheduling feature for the automation is excellent." - Data Analytics Engineer at a tech services company

"The product is very stable and super fast, five-star. It's significantly more stable than its nearest competitor." - Director at a non-tech company

“A complete solution with very good user experience and a nice user interface.” - Solutions Consultant at a tech services company

"There are a lot of good customization capabilities." - Advance Analytics PO at a pharma/biotech company

Alteryx

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

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen

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

Buyer's Guide

Alteryx vs. IBM SPSS Modeler

April 2026

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