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Alteryx vs Red Hat Insights comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 6, 2025

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 Predictive Analytics
1st
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
84
Ranking in other categories
Data Science Platforms (6th), Data Preparation Tools (1st)
Red Hat Insights
Ranking in Predictive Analytics
6th
Average Rating
8.8
Reviews Sentiment
3.7
Number of Reviews
12
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of January 2026, in the Predictive Analytics category, the mindshare of Alteryx is 8.1%, down from 23.3% compared to the previous year. The mindshare of Red Hat Insights is 3.2%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Market Share Distribution
ProductMarket Share (%)
Alteryx8.1%
Red Hat Insights3.2%
Other88.7%
Predictive Analytics
 

Featured Reviews

Rajneesh Prajapati - PeerSpot reviewer
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.
VishalSingh15 - PeerSpot reviewer
Head of Business at Variyas Labs Pvt Ltd
Have found limited automation capabilities while configuration has remained complex despite reliable monitoring features
In terms of configuration, Red Hat Insights could use some improvement. When I deploy Red Hat, the installation means a pure vanilla installation where you run and install a product out of the box, but deployment involves configuration plus all necessary tooling to run that product, which requires human input to complete the installation, configurations, and integration. Red Hat Insights has very limited automation; it only detects anomalies and triggers corrective actions for compliance issues, something which I found lacking when compared to other tools I've used.

Quotes from Members

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

Pros

"Alteryx effectively visualizes the flow of data and what happens at each stage. I also like that it's a no-code solution. I also like that you can troubleshoot certain parts of the workflow by putting them in a sandbox."
"Data processing is most valuable. It is one of the fastest data blockers out there in the market, which is a fascinating thing about Alteryx."
"The most valuable feature of Alteryx is its stand-alone version that we do not have to download dependencies for loads. Additionally, the scan is useful for beginners."
"The product is very stable and super fast, five-star. It's significantly more stable than it's nearest competitor."
"The Alteryx designer has been the most useful feature in the solution."
"Alteryx has positively impacted my organization by saving time, improving accuracy, and enabling better decision-making."
"Alteryx's connectivity is essential. We like the ability to connect the solution to multiple sources. It's easier than other data modeling and extraction solutions. It's built on a self-service concept, so it's easy for anyone to open the tool and directly import or export data from it."
"The solution offers excellent predicting power. The accuracy and confidence have been great."
"I have seen a return on investment, especially considering the time taken to resolve the problem where we bought some support from Red Hat."
"Red Hat Enterprise Linux has made significant improvements in terms of storage. You can mount an 18 terabyte file system. It also supports NFS shares and the SIP share for the photos. There have been many features added since RHEL 6. It's more user-friendly and graphical."
"The most valuable features of Red Hat Enterprise Linux are the mobile applications and getting real-time notifications."
"We use this product's built-in tracing and monitoring tools such as syslog and SAR (system activity reporter) to provide us with greater insight and visibility into what's going on."
"RHEL is the most reliable Linux flavor in terms of enterprise governance. I prefer it for its code stability, support, and integration. The lifecycle management features help us maintain compliance and keep the components updated."
"Red Hat support is very good; their response regarding SLAs has improved significantly in India, and I have no complaints about the support I continue to receive."
"The tool is simple and easy to use. It has good support and doesn't have many outages due to the OS."
"RHEL enables us to deploy applications and emerging workloads across bare-metal and virtualized environments and I find those workloads to be extremely reliable. The reliability is so good that I rarely find myself calling Red Hat support any longer. Support is the first benefit of using RHEL, but the second thing is that the platform is so stable that the need to use support is negligible."
 

Cons

"We can't browse multiple files. When we deploy a solution on a gallery, let's say I have ten different files, and I have to upload them all at once. This is something that's difficult in the gallery. So case by case, I see some downsides, but often we do something alternative."
"Configuration is very low."
"The server is too expensive for what you get and it really a designer desktop on a server."
"It is a little bit pricey."
"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."
"Pricing flexibility can be better, especially for small teams and organizations, as the current licensing cost can be a barrier for wider adoption."
"The only area where the product lags is documentation and videos on the analytical app and the batch macro."
"The solution is improving continuously. They have, for example, just added automatic insights. If they continue to improve on their overall service offering, that would be ideal."
"The cockpit server doesn't work and is useless. I don't like the images shown in GCP. I prefer the ones in AWS. It seems like the solution is in tune with what we deploy on the private cloud."
"I would like to see improvements made to the subscriptions and management of them."
"AIX will be out of support in the next few years, so that is a problem because a lot of the clinical apps use AIX."
"There is potential for improvement when it comes to ease of use. It has become easier to use over the years but could be better still. Linux, in general, has never been a simple solution. It's usually a more complex solution than something like Windows. If there is a downside, it's that it is more complex than some of the other solutions."
"What could be improved dramatically is the ability to have it used by an enterprise, which means to interlock with Ansible Automation Platform first."
"All resources should be available on the website."
"I also want the co-pilot to provide more granular control and more features in the GUI, so we can have one configuration from the GUI itself. It would be helpful to have a feature similar to the one in Windows where we can manage all the net flows from one console in a single pane of glass and install it on-premises like an admin center. It would be great if Red Hat had some kind of admin center to manage all the RHEL boxes without using an additional product like Satellite or something, we could use the co-pilot on all the systems to monitor the dashboard."
"The improvements, in my opinion, have to be done in the infrastructure of the Red Hat Satellite, it is very complex."
 

Pricing and Cost Advice

"It is an expensive solution."
"The seat is too expensive."
"A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources."
"It's probably on the pricey side, but they provide some really useful ways to grow and test."
"It has a good price."
"My organization pays for it, and I do not look into the financial aspect of the licensing, but I know it is pretty expensive."
"It's very expensive. I'd rate it a four out of ten in terms of the price. It's great for big companies but not for small companies."
"The solution has a more costly license than other tools in the market."
"If you have a subscription to Red Hat Enterprise Linux, Red Hat Insights is free."
"The prices are comparable, and good for what is being provided."
"This is not a cheap solution but it gets you the support if you ever need it."
"RHEL is expensive. We have changed the cloud provider's subscription to a pay-as-you-go model."
"Regarding the prices, the new changes are actually not bad as it works for enterprise solutions."
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Top Industries

By visitors reading reviews
Financial Services Firm
23%
Manufacturing Company
9%
Computer Software Company
8%
Retailer
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise15
Large Enterprise53
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise9
 

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 needs improvement with Red Hat Insights?
In terms of configuration, Red Hat Insights could use some improvement. When I deploy Red Hat, the installation means a pure vanilla installation where you run and install a product out of the box,...
What is your primary use case for Red Hat Insights?
I did not purchase the product through AWS Marketplace; AWS was primarily used as the platform for workloads. We use basic services within AWS, but I did not use anything from the marketplace becau...
What advice do you have for others considering Red Hat Insights?
In terms of optimizing risk identification, I would rate Red Hat Insights around five to six on a scale of 1 to 10. I would give Red Hat Insights an overall rating of six on a scale from 1 to 10. I...
 

Comparisons

 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Cerner, Government of Nova Scotia
Find out what your peers are saying about Alteryx vs. Red Hat Insights and other solutions. Updated: December 2025.
881,082 professionals have used our research since 2012.