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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 (5th), 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 (43rd), Data Governance (37th), BI on Hadoop (7th)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Alteryx is designed for Predictive Analytics and holds a mindshare of 16.1%, down 24.8% compared to last year.
AtScale Adaptive Analytics (A3), on the other hand, focuses on Data Virtualization, holds 6.5% mindshare, down 11.7% 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 modeling features are very good."
"I found Alteryx's ability to modify data on the fly, using in-memory processing, very useful."
"Alteryx significantly reduces the time spent searching for specific information."
"It is efficient in optimizing our ability to get information."
"Alteryx speeds up the time to obtain business answers/insights on data."
"Alteryx has made us more agile and increased the speed and effectiveness of decision making."
"The most valuable feature for me is integration."
"The most valuable feature of this solution is data preparation."
"The GUI interface is nice and easy to use."
 

Cons

"They should make the solution user-friendly for nontechnical people by giving specific names to the options."
"The software is not fully optimized."
"If there is any way to make the learning curve less steep, that would be ideal."
"The server is too expensive for what you get and it really a designer desktop on a server."
"The gallery could improve in Alteryx. Additionally, if there was a Conditional Join feature it would be beneficial. Since I do not have this feature I have to use Python scripts."
"Alteryx can improve in data science. They have to have more features and components in the data science aspect because they claim to be a data science tool. However, in order to be more competitive, they have to improve on their data science propositions. Thre are other solutions on the market, such as other players in the market, Data2Go or DataIQ, and Alteryx needs to catch up."
"From a commercial standpoint, more options should be available for pricing. The licensing model needs to be specific."
"It is a little bit pricey."
"There was an issue with the incremental aggregation not working as indicated."
"The product was not able to meet our 10 second refresh requirements."
"The organization of the icons is not saved across users."
 

Pricing and Cost Advice

"The pricing is $5000 per year per production license."
"There are some implementation services and internal effort costs at the beginning but there is nothing else."
"The license is really expensive, we cannot afford to have two or three. It takes away all the budget of my area."
"The designer license costs 5000 euros. The server edition is 1000 euros."
"The price for Alteryx Designer is reasonable but the price for Alteryx Server for universal collaborations is too expensive."
"We have a yearly cost that we pay for the licensing. We do not pay any costs in addition to the licensing fees."
"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."
"I rate the tool's pricing a two out of ten."
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Manufacturing Company
9%
Computer Software Company
9%
Retailer
5%
Financial Services Firm
21%
Manufacturing Company
13%
Media Company
8%
Healthcare Company
8%
 

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, Altair, SAP and others in Predictive Analytics. Updated: July 2025.
864,574 professionals have used our research since 2012.