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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
1st
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
119
Ranking in other categories
Data Integration (12th), Data Science Platforms (5th), 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 November 2026, in the Predictive Analytics category, the mindshare of Alteryx One is 8.7%, down from 12.1% compared to the previous year. The mindshare of Red Hat Lightspeed is 6.0%, up from 2.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Mindshare Distribution
ProductMindshare (%)
Alteryx One8.7%
Red Hat Lightspeed6.0%
Other85.3%
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 drag-and-drop features are useful for data scientists who do not like to code because it is already in the system."
"The solution has excellent drag and drop functionality. There's no need for coding."
"My primary focus is creating numerous data pulls, and Alteryx Server handles the automation well."
"I have been pretty satisfied with Alteryx's data blending feature as it is quite easy to use as a non-code platform."
"Alteryx Designer's best features are that it's easy to use and performs well."
"The initial setup was easy, overall; it's easy to use and easy to learn and you don't have to be a data scientist or an engineer to use it, which makes the setup very straightforward as the overall design is very approachable."
"Predictive models, which are easy to use, and help a lot with fast design and deployment​."
"The product is very stable. The performance is reliable."
"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."
"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."
"The most valuable features of Red Hat Enterprise Linux are the mobile applications and getting real-time notifications."
"It identifies bugs and security vulnerabilities."
"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 tool is simple and easy to use. It has good support and doesn't have many outages due to the OS."
"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."
"Overall, I think that this is a good product."
 

Cons

"It is too expensive for our country, and because of its high price, we can't sell Alteryx Designer in this region."
"The solution can be quite complex in some aspects."
"When the workflows are huge and complex, it may take some time to refresh it."
"If there is any way to make the learning curve less steep, that would be ideal."
"We are hoping that the NLP features will also support Chinese characters."
"I honestly can't think of anything that needs to be improved."
"Alteryx could move faster to create a cloud equivalent of the desktop version of Designer."
"There are a few ways the solution could be made better. The graphical user interface could be made more friendly."
"I would like to see improvements made to the subscriptions and management of them."
"Sometimes, the product has outages that affect the site's ability."
"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."
"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."
"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."
"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."
"A lot of improvement is required to get security compliance, especially with the privacy of the data, managing it, and storing it."
"All resources should be available on the website."
 

Pricing and Cost Advice

"Alteryx isn't extortionately expensive, but it's not cheap either."
"It is too expensive for our country. We are a small country, so it is too difficult to sell this solution. With Alteryx Designer, if you want to automate the data and run the flows, you have to pay more money. We were trying to automate the flows, and we found out that people have to pay 600 more for this feature, which makes it even more expensive. We are a partner for Tableau, and we are working with Tableau Prep, which is like a mini Alteryx. In Tableau Prep, you can drag and drop and make new connections with the different data sources. You can make all the connections. You can also publish a source. You don't have to pay more money with Tableau. You pay like $5 per user per month to access it."
"I rate the tool's pricing a two out of ten."
"My organization pays for it, and I do not look into the financial aspect of the licensing, but I know it is pretty expensive."
"A designer and scheduler for $13K/year in total is pretty much earning you the money back in time and in other resources."
"The pricing is bit expensive."
"The seat is too expensive."
"Alteryx Designer is a very expensive solution."
"This is not a cheap solution but it gets you the support if you ever need it."
"If you have a subscription to Red Hat Enterprise Linux, Red Hat Insights is free."
"RHEL is expensive. We have changed the cloud provider's subscription to a pay-as-you-go model."
"The prices are comparable, and good for what is being provided."
"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
19%
Manufacturing Company
9%
Construction Company
8%
Outsourcing Company
7%
Outsourcing Company
23%
Construction Company
10%
Manufacturing Company
8%
Retailer
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
 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

Siemens Energy, Bank of America, Coca-Cola, BT, Papa Johns, McLaren Racing
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.
920,336 professionals have used our research since 2012.