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Alteryx vs AtScale Adaptive Analytics (A3) comparison

 

Comparison Buyer's Guide

Executive Summary

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
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
82
Ranking in other categories
Predictive Analytics (1st), Data Science Platforms (4th), Data Preparation Tools (1st)
AtScale Adaptive Analytics ...
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (5th), BI (Business Intelligence) Tools (38th), Data Governance (35th), BI on Hadoop (6th)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Alteryx is designed for Predictive Analytics and holds a mindshare of 20.3%, down 25.3% compared to last year.
AtScale Adaptive Analytics (A3), on the other hand, focuses on Data Virtualization, holds 8.8% mindshare, down 12.2% since last year.
Predictive Analytics
Data Virtualization
 

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.
it_user822762 - PeerSpot reviewer
The GUI interface is nice and easy to use, but the organization of the icons is not saved across users
Connecting to a Hadoop database to create a cube to connect to Tableau. We want to be able to easily create cubes which can be connected to Tableau for visualization The product had many issues. We had great collaboration with the product development team, but the product was not able to meet our…

Quotes from Members

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

Pros

"The philosophy of the citizen data scientist is the key piece, which means the no-code analytics capability. This is the feature that attracted us the most."
"I like that I can merge data from different sources into one place."
"It saves time on a lot projects. ​"
"The data transformation feature is the most valuable. The ability to ingest data, visualize data, and transform that data is useful."
"Alteryx is a simple and easy-to-use solution."
"The value add of Alteryx is the agility for making changes, and speed of deployment."
"The scheduling feature for the automation is excellent."
"The feature that I have found most valuable for Alteryx is its geo-referencing feature, it is very good. I use it a lot, especially for supply chain."
"The GUI interface is nice and easy to use."
 

Cons

"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."
"Mastering Alteryx, a comprehensive solution, takes time. However, once you have gained proficiency with its layout and how to drag, drop, and connect components, it becomes remarkably easy, yet still thorough."
"Sometimes, there are performance constraints. Especially when a large file has to be ingested, the system slows down a bit. Its performance is the only thing that can be improved."
"Its most valuable feature lies in its functionality."
"From a commercial standpoint, more options should be available for pricing. The licensing model needs to be specific."
"The screen when you are looking into your workflows and your ETL processes needs to be improved. You cannot manage it very well."
"When configuring target tables, it is difficult to see the full text when deciding on load operations."
"It would be great if Alteryx could take third party tools and incorporate them."
"The organization of the icons is not saved across users."
"The product was not able to meet our 10 second refresh requirements."
"There was an issue with the incremental aggregation not working as indicated."
 

Pricing and Cost Advice

"The designer has a list price of $5,995 USD."
"In order to have designers, and, if you want to collaborate, you have to buy a server. If the designer is $5,000, and if you want a server, you have to pay $80,000."
"There is a license required for this solution."
"I rate the tool's pricing a two out of ten."
"Opt for the three year subscription. It is 20% less than the yearly one."
"The cost of Alteryx is approximately $2,900 annually."
"I rate the solution's pricing as a ten, as it is highly priced."
"The cost of the solution could be reduced."
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Top Industries

By visitors reading reviews
Financial Services Firm
24%
Computer Software Company
10%
Manufacturing Company
9%
Healthcare Company
6%
Financial Services Firm
20%
Computer Software Company
11%
Manufacturing Company
11%
Healthcare Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

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...
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Also Known As

No data available
AtScale, AtScale Intelligence Platform
 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
Find out what your peers are saying about Alteryx, SAP, Anaplan and others in Predictive Analytics. Updated: April 2025.
850,671 professionals have used our research since 2012.