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Alteryx vs BrightFunnel vs Red Hat Lightspeed 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:
 

Mindshare comparison

As of April 2026, in the Predictive Analytics category, the mindshare of Alteryx is 6.9%, down from 21.4% compared to the previous year. The mindshare of BrightFunnel is 2.0%, up from 0.8% compared to the previous year. The mindshare of Red Hat Lightspeed is 4.3%, up from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Mindshare Distribution
ProductMindshare (%)
Alteryx6.9%
Red Hat Lightspeed4.3%
BrightFunnel2.0%
Other86.8%
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.
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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.
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Manufacturing Company
9%
Computer Software Company
7%
Retailer
6%
No data available
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business32
Midsize Enterprise15
Large Enterprise54
No data available
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 direc...
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, ...
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...
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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...
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 ...
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...
 

Comparisons

 

Also Known As

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Red Hat Insights
 

Overview

 

Sample Customers

AnalyticsIq Inc., belk, BloominBrands Inc., Cardinalhealth, Cineplex, Dairy Queen
Cloudera, Nimble Storage, New Relic, Service Max, MobileIron, Invoca
Cerner, Government of Nova Scotia
Find out what your peers are saying about Alteryx, SAP, Anaplan and others in Predictive Analytics. Updated: April 2026.
886,468 professionals have used our research since 2012.