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Alteryx One vs Red Hat Lightspeed comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 16, 2026

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 One
Ranking in Predictive Analytics
2nd
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
119
Ranking in other categories
Data Integration (11th), Data Science Platforms (4th), Data Preparation Tools (1st)
Red Hat Lightspeed
Ranking in Predictive Analytics
3rd
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 October 2026, in the Predictive Analytics category, the mindshare of Alteryx One is 7.9%, down from 14.1% compared to the previous year. The mindshare of Red Hat Lightspeed is 6.0%, up from 2.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Mindshare Distribution
ProductMindshare (%)
Alteryx7.9%
Red Hat Lightspeed6.0%
Other86.1%
Predictive Analytics
 

Featured Reviews

ManojBehera - PeerSpot reviewer
Senior Staff Cyber Security Cloud Data Architect at GE Healthcare
Automated complex ETL workflows have reduced coding effort and improved data integration
One area for improvement is in integrating mostly the data which comes from telemetry, where I can see some sort of improvisations can be made. It is a massive amount of unstructured data, and I believe Alteryx is able to handle it, but there can be some improvements. Suggestions for improvements in Alteryx include areas for increasing efficiency, particularly in processing telemetry data, which involves dealing with large volumes of unstructured data. Additionally, I believe when we use filter tools immediately after the input source, there can be slowdowns when handling massive data. The user experience of Alteryx is generally good, but there are areas for improvement from a user's perspective, particularly regarding user interface enhancements. I think there's always room for improvement, but otherwise, Alteryx has been a great tool for me. We haven't experienced significant disruptions while increasing data volumes, though I sense there could be performance issues as data grows exponentially. This is an area that could use improvement in Alteryx.
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

"The Alteryx designer has been the most useful feature in the solution."
"The value add of Alteryx is the agility for making changes, and speed of deployment."
"I have been using Alteryx Designer only for data modeling and data structuring."
"I like the fact that you can easily blend data from different platforms."
"I like the solution's velocity, the speed with which it processes data, and its ease of use."
"I believe in the ability to connect to multiple data sources, as well as the ease of use to transform data and output data in a variety of formats."
"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."
"Alteryx is very good; you can do literally anything on Alteryx, it is so advanced, and it's just drag and drop, so you don't need to know any coding or other technical stuff to use it."
"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."
"The most valuable features of Red Hat Enterprise Linux are the mobile applications and getting real-time notifications."
"The most valuable feature of Red Hat Insights that I have found is the proactive information on issues that you don't see but are possibly going to happen in the environment."
"The reliability is so good that I rarely find myself calling Red Hat support any longer."
"The product is optimized for resource utilization."
"The tool is simple and easy to use. It has good support and doesn't have many outages due to the OS."
"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."
"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."
 

Cons

"There are no ready models to use in analytics."
"The solution can be quite complex in some aspects."
"They should work on its pricing."
"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."
"An improvement for Alteryx Designer would be faster bug fixes and updates."
"We've had a lot of issues within the Alteryx Server. It really could be improved."
"There are a few ways the solution could be made better. The graphical user interface could be made more friendly."
"When configuring the Logix, the UA could be improved."
"Sometimes, the product has outages that affect the site's ability."
"I would like to see improvements made to the subscriptions and management of them."
"All resources should be available on the website."
"A lot of improvement is required to get security compliance, especially with the privacy of the data, managing it, and storing it."
"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 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."
"New products need better documentation. The websites also have a single sign-on to get you from one side to the other. As a partner, I had a problem finding out how I needed to connect and to which side of the solution."
"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."
 

Pricing and Cost Advice

"Alteryx isn't extortionately expensive, but it's not cheap either."
"Alteryx Designer is an expensive solution."
"The solution is expensive. It has license fees, which are renewable every year."
"There are some implementation services and internal effort costs at the beginning but there is nothing else."
"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 cost of Alteryx is approximately $2,900 annually."
"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."
"The pricing is bit expensive."
"If you have a subscription to Red Hat Enterprise Linux, Red Hat Insights is free."
"Regarding the prices, the new changes are actually not bad as it works for enterprise solutions."
"RHEL is expensive. We have changed the cloud provider's subscription to a pay-as-you-go model."
"This is not a cheap solution but it gets you the support if you ever need it."
"The prices are comparable, and good for what is being provided."
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
10%
Construction Company
8%
Outsourcing Company
6%
Outsourcing Company
22%
Construction Company
11%
Manufacturing Company
9%
Financial Services Firm
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business46
Midsize Enterprise20
Large Enterprise73
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

 

Also Known As

Alteryx Designer Cloud, Alteryx Designer
Red Hat Insights
 

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 One vs. Red Hat Lightspeed and other solutions. Updated: September 2026.
917,433 professionals have used our research since 2012.