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Red Hat Lightspeed vs SAS Predictive Analytics comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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

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
SAS Predictive Analytics
Ranking in Predictive Analytics
8th
Average Rating
7.0
Reviews Sentiment
7.6
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2026, in the Predictive Analytics category, the mindshare of Red Hat Lightspeed is 6.0%, up from 2.5% compared to the previous year. The mindshare of SAS Predictive Analytics is 3.8%, up from 3.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Mindshare Distribution
ProductMindshare (%)
Red Hat Lightspeed6.0%
SAS Predictive Analytics3.8%
Other90.2%
Predictive Analytics
 

Featured Reviews

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.
it_user1139529 - PeerSpot reviewer
Data Scientist at a tech services company with 1,001-5,000 employees
Drag-and-drop functionality makes the interface easy to use, but the technical support needs to be improved
There are not many people deploying models using this solution, which is a problem. I have done some cross-development and have found that when I am building models with the open-source software, the accuracy is better. For categorical data, the models built by SAS Emailer are very complex compared to those built by the open-source version. Technical support could be improved because they take too long to answer our queries. Models that are created are a block box, and you can't see the details.

Quotes from Members

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

Pros

"The product is optimized for resource utilization."
"The most valuable feature of Red Hat Insights is that it is dynamic."
"The reliability is so good that I rarely find myself calling Red Hat support any longer."
"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."
"Overall, I think that this is a good product."
"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 tool is simple and easy to use. It has good support and doesn't have many outages due to the OS."
"The most valuable feature is its flexibility and the ability to integrate with SAS."
"The most valuable features are forecasting and reporting."
 

Cons

"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."
"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."
"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."
"All resources should be available on the website."
"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."
"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."
"I think that this solution should be more compatible with other software, including open-source solutions."
"Technical support could be improved because they take too long to answer our queries."
"If SAS were more flexible in terms of licensing then that would be good, because it costs more than other solutions."
 

Pricing and Cost Advice

"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."
"The prices are comparable, and good for what is being provided."
"If you have a subscription to Red Hat Enterprise Linux, Red Hat Insights is free."
"This is not a cheap solution but it gets you the support if you ever need it."
"If SAS were more flexible in terms of licensing then that would be good, because it costs more than other solutions."
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Top Industries

By visitors reading reviews
Outsourcing Company
22%
Construction Company
11%
Manufacturing Company
9%
Financial Services Firm
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Midsize Enterprise1
Large Enterprise9
No data available
 

Questions from the Community

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...
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Also Known As

Red Hat Insights
No data available
 

Overview

 

Sample Customers

Cerner, Government of Nova Scotia
MetLife
Find out what your peers are saying about Red Hat Lightspeed vs. SAS Predictive Analytics and other solutions. Updated: September 2026.
916,956 professionals have used our research since 2012.