Try our new research platform with insights from 80,000+ expert users

Alteryx vs IBM Watson Studio 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

Alteryx
Ranking in Data Science Platforms
5th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
81
Ranking in other categories
Predictive Analytics (1st), Data Preparation Tools (1st)
IBM Watson Studio
Ranking in Data Science Platforms
12th
Average Rating
8.4
Reviews Sentiment
7.1
Number of Reviews
14
Ranking in other categories
AI Development Platforms (10th)
 

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 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

Theresa McLaughlin - PeerSpot reviewer
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.
Abilio Duarte - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"Alteryx has a good UI. We use it frequently in our projects. The tool comes with drag-and-drop features and is easy to understand for business needs. One situation where Alteryx's advanced analytics capabilities were particularly beneficial for us was during a forecasting project. Unlike Python, which requires coding, Alteryx simplifies the process significantly. With Alteryx, users can adjust parameters within the user interface without writing any code."
"The connectors are a very good feature."
"The design portion of this tool is easy to use without code, which his something that something we can appreciate."
"The solution has been stable."
"There are a lot of good customization capabilities."
"The data transformation feature is the most valuable. The ability to ingest data, visualize data, and transform that data is useful."
"I found Alteryx's ability to modify data on the fly, using in-memory processing, very useful."
"Alteryx has made us more agile and increased the speed and effectiveness of decision making."
"The scalability of IBM Watson Studio is great."
"The solution is very easy to use."
"Stability-wise, it is a great tool."
"IBM Watson Studio consistently automates across channels."
"The most important thing is that it's a multi-faceted solution. It's a kind of specialist, not a generalist. It can produce very specific information for the customer. It's totally different from Google or any search engine that produces generic information. It's specialty is that it's all on video."
"For me, the valuable feature of the solution is the one that I used, which was Jupyter notebooks."
"It is a stable, reliable product."
"Watson Studio is the most complete tool for AI projects."
 

Cons

"In the database, it should be more functional and connect to more big data, especially using IPI."
"A feature which allows the user to be able to click on an output (in a file browser) and see the creation of the module would be fantastic."
"The server is too expensive for what you get and it really a designer desktop on a server."
"The product could benefit from improved integration with visualization tools or even the inclusion of built-in visualization features."
"The event handling, such that the file system watcher, is in need of improvement."
"There are no ready models to use in analytics."
"Configuration is very low."
"We are hoping that the NLP features will also support Chinese characters."
"I think maybe the support is an area where it lacks."
"The main challenge lies in visibility and ease of use."
"More features in data virtualization would be helpful. The solution could use an interactive dashboard that could make exploration easier."
"The decision making in their decision making feature is less good than other options."
"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."
"So a better user interface could be very helpful"
"We would like to see it more web-based with more functionality."
"One area that could be improved is the backup and restoration of the database and the overall database configuration."
 

Pricing and Cost Advice

"In my opinion, it's actually quite expensive."
"Alteryx is an expensive solution."
"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."
"If one is a high price, and ten is a low price, I rate the tool's price as a one. The tool is expensive."
"The seat is too expensive."
"The cost of the solution could be reduced."
"It has a good price."
"The solution has a more costly license than other tools in the market."
"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"
report
Use our free recommendation engine to learn which Data Science Platforms solutions are best for your needs.
845,040 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
24%
Manufacturing Company
10%
Computer Software Company
9%
Healthcare Company
6%
Financial Services Firm
15%
Computer Software Company
12%
Manufacturing Company
10%
University
8%
 

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.
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...
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...
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.
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...
 

Comparisons

 

Also Known As

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

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
GroupM, Accenture, Fifth Third Bank
Find out what your peers are saying about Alteryx vs. IBM Watson Studio and other solutions. Updated: March 2025.
845,040 professionals have used our research since 2012.