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 8.3, while IBM is ranked #13 with an average rating of 6.8. Alteryx holds a 6.2% mindshare in Data Science Platforms, compared to IBM’s 2.4% mindshare. Additionally, 89% of Alteryx users are willing to recommend the solution, compared to 86% of IBM users who would recommend it.

Alteryx

Read 81 Alteryx reviews

6,222 Views
4,120 Comparison Views

89% willing to recommend

IBM SPSS Modeler

Read 39 IBM SPSS Modeler reviews

1,793 Views
1,459 Comparison Views

86% willing to recommend

Alteryx

IBM SPSS Modeler

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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: March 2025).

Buyer's Guide

Alteryx vs. IBM SPSS Modeler

March 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

Alteryx

Ranking in Data Science Platforms

5th

Average Rating

8.4

Reviews Sentiment

7.0

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

6.6

Number of Reviews

Ranking in other categories

Data Mining (4th)

Mindshare comparison

As of April 2025, in the Data Science Platforms category, the mindshare of Alteryx is 6.2%, down from 8.0% compared to the previous year. The mindshare of IBM SPSS Modeler is 2.4%, down from 2.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

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

Theresa McLaughlin

Senior Capacity Planner at a financial services firm with 10,001+ employees

Quick development enables seamless data processing despite occasional support issues

There were times when the product would fail during development without an apparent reason. The support structure changed; initially, we received great support, however, it later became less reliable due to licensing issues and a tiered support system. Licensing negotiations were problematic, affecting our product usage. For instance, our licenses were temporarily lost during negotiations when an agreement couldn't be reached.

Read full review

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

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."

"The scheduling within the solution is excellent."

"The analytics are easy."

"Alteryx has helped us spend more time identifying results instead of performing analysis manually. It has helped us in our loading process, including scrubbing data and identifying data elements that need to be corrected. It enables us to understand our data sets a lot better."

"The support is very good."

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

"It helps clean messy data and provides spatial analysis."

"The most valuable feature of Alteryx is its performance. It is a powerful solution."

More Alteryx pros

"We have full control of the data handling process."

"We have integration where you can write third-party apps. This sort of feature opens it up to being able to do anything you want."

"We had an IBM Guardium service contract where we used one of their resources to help us develop our prototype. It was a good experience, but they were helpful and responsive."

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

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

"I think it is the point and drag features that are the most valuable. You can simply click at the windows, and then pull up the functions."

"IBM was chosen because of usability. It's point and click, whereas the other out-of-the box-solution, or open-source solutions, require full-on programming and a much higher skill level."

"It works fine. I have not had any stability issues; it is always up."

More IBM SPSS Modeler pros

Cons

"What they're struggling with is it's not as mature as Tableau in the user management area. It was tougher to manage the server part of it right away, especially since the user base has grown."

"When configuring target tables, it is difficult to see the full text when deciding on load operations."

"There are no ready models to use in analytics."

"If there is any way to make the learning curve less steep, that would be ideal."

"From a commercial standpoint, more options should be available for pricing. The licensing model needs to be specific."

"The solution just lacks in terms of data visualization. That is why we use Tableau and Qlik in our organization. They help to pick up the slack. If data visualization was added, Alteryx would be a very good tool, and much more complete."

"The server is too expensive for what you get and it really a designer desktop on a server."

"The workflow and pipeline need to improve."

More Alteryx cons

"The platform's cloud version needs improvements."

"The forecasting could be a bit easier."

"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."

"Dimension reduction should be classified separately."

"Unstructured data is not appropriate for SPSS Modeler."

"I think mapping for geographic data would also be a really great thing to be able to use."

"I would like see more programming languages added, like MATLAB. That would be better."

"The challenge for the very technical data scientists: It is constraining for them."

More IBM SPSS Modeler cons

Pricing and Cost Advice

"It is $4,000 a year, so it is cheap versus other solutions. It also accomplishes three times the volume on the job in the same time (as the other solutions)."

"In my opinion, it's actually quite expensive."

"Alteryx is an expensive solution."

"ROI is huge. There are some secondary benefits, like analysts getting their post 5 PM time back or the ability to shorten all closing processes to a half or less."

"The price for Alteryx Designer is reasonable but the price for Alteryx Server for universal collaborations is too expensive."

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

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

"There is a license required for this solution."

More Alteryx pricing and cost advice

"It is an expensive product."

"It is a huge increase to time savings."

"$5,000 annually."

"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."

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

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

"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."

"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."

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 Vertex Inc.

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

24%

Manufacturing Company

10%

Computer Software Company

Healthcare Company

Financial Services Firm

13%

Educational Organization

12%

University

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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 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

Comparisons

Dataiku vs Alteryx

Compared 18% of the time

KNIME vs Alteryx

Compared 16% of the time

Databricks vs Alteryx

Compared 11% of the time

Altair RapidMiner vs Alteryx

Compared 7% of the time

SAS Enterprise Guide vs Alteryx

Compared 2% of the time

More Alteryx Competitors

Microsoft Power BI vs IBM SPSS Modeler

Compared 29% of the time

IBM SPSS Statistics vs IBM SPSS Modeler

Compared 20% of the time

KNIME vs IBM SPSS Modeler

Compared 17% of the time

Altair RapidMiner vs IBM SPSS Modeler

Compared 7% of the time

SAS Enterprise Miner vs IBM SPSS Modeler

Compared 4% of the time

More IBM SPSS Modeler Competitors

Product Reports

Buyer's Guide

Alteryx

March 2025

Download Alteryx product report

Buyer's Guide

IBM SPSS Modeler

March 2025

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

March 2025

Free Report: Alteryx vs. IBM SPSS Modeler

Find out what your peers are saying about Alteryx vs. IBM SPSS Modeler and other solutions. Updated: March 2025.

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