Altair RapidMiner vs Red Hat Insights comparison

Altair and Red Hat are both solutions in the Predictive Analytics category. Altair is ranked #2 with an average rating of 8.1, while Red Hat is ranked #6 with an average rating of 9.0. Altair holds a 14.9% mindshare in PA, compared to Red Hat’s 2.0% mindshare. Additionally, 96% of Altair users are willing to recommend the solution, compared to 100% of Red Hat users who would recommend it.

Altair RapidMiner

Read 24 Altair RapidMiner reviews

777 Views
587 Comparison Views

96% willing to recommend

Red Hat Insights

Read 2 Red Hat Insights reviews

126 Views
41 Comparison Views

100% willing to recommend

Altair RapidMiner

Red Hat Insights

Comparison Buyer's Guide

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Executive SummaryUpdated on Jun 8, 2025

Altair RapidMiner and Red Hat Insights are in the business analytical solutions category, with Red Hat Insights leading due to its robust feature set justifying its cost.

Features: Altair RapidMiner provides machine learning, automated data preparation, and process automation. It is versatile in data integration and offers intuitive business intelligence. Red Hat Insights offers predictive analytics for IT issues, system optimization, and enhanced operational efficiency, with a focus on IT-centric capabilities.

Ease of Deployment and Customer Service: Altair RapidMiner is easy to deploy for data analysis and comes with responsive support. Red Hat Insights ensures seamless integration within Red Hat environments using automated system management tools, tailored specifically for IT environments.

Pricing and ROI: Altair RapidMiner is known for competitive pricing and delivers strong ROI with its comprehensive analytics capabilities. Red Hat Insights may come at a higher cost but is a valuable investment for its emphasis on IT infrastructure stability and preventative maintenance, supporting its pricing when considering ROI.

To learn more, read our detailed Altair RapidMiner vs. Red Hat Insights Report (Updated: June 2025).

Buyer's Guide

Altair RapidMiner vs. Red Hat Insights

June 2025

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Helped 859,129 peers since 2012

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

Altair RapidMiner

Ranking in Predictive Analytics

2nd

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Science Platforms (7th)

Red Hat Insights

Ranking in Predictive Analytics

6th

Average Rating

9.0

Reviews Sentiment

7.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of June 2025, in the Predictive Analytics category, the mindshare of Altair RapidMiner is 14.9%, down from 18.8% compared to the previous year. The mindshare of Red Hat Insights is 2.0%, up from 0.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics

Featured Reviews

Rathnam Makam

Senior Technical Manager at a computer software company with 1,001-5,000 employees

A no-code tool that helps to build machine learning models

One challenge I encountered while implementing RapidMiner was the lack of documentation. Since there aren't as many users, finding resources to learn the tool was initially difficult. To overcome this hurdle, I believe RapidMiner could improve by providing more tutorials tailored for new users. I haven't explored the tool's latest version, so I'm unaware of the current features. However, I think it would be beneficial if they could enhance capabilities related to deep neural networks, provide better support for generating UI, and allow for importing and utilizing large language models.

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Brian Globerman

Network Administrator at Tommy Bahama

A highly scalable solution that identifies bugs and security vulnerabilities

Sometimes, the product has outages that affect the site's ability. I've had open tickets only to find that they've had problems. There should be a status page that informs users about any internal problems within the sites. This way, I can easily determine if the issue lies with them and not with my tenant. The product should provide more online documentation to explain the available options better.

Read full review

Quotes from Members

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

Pros

"Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations."

"The documentation for this solution is very good, where each operator is explained with how to use it."

"RapidMiner for Windows is an excellent graphical tool for data science."

"RapidMiner is a no-code machine learning tool. I can install it on my local machine and work with smaller datasets. It can also connect to databases, allowing me to build models directly on the data stored there. RapidMiner offers a wider range of operators than other tools like Dataiku, making it a better option for my needs."

"The best part of RapidMiner is efficiency."

"The most valuable feature of RapidMiner is that it is code free. It is similar to playing with Lego pieces and executing after you are finished to see the results. Additionally, it is easy to use and has interesting utilities when preparing the data. It has a utility to automatically launch a series of models and show the comparisons. When finished with the comparisons you can select the best one, and deploy it automatically."

"I've been using a lot of components from the Strategic Extension and Python Extension."

"One of the most valuable features is the built-in data tuning feature. Once the model is built, we often struggle to increase its accuracy, but RapidMiner allows us to fine-tune variables. For Example, when working on a project, we can adjust the number of nodes or the depth of trees to see how accuracy changes. This flexibility lets us achieve higher accuracy compared to traditional automated machine-learning models"

More Altair RapidMiner pros

"The most valuable feature of Red Hat Insights is that it is dynamic."

"It identifies bugs and security vulnerabilities."

Cons

"I would like to see all users have access to all of the deep learning models, and that they can be used easily."

"RapidMiner isn't cheap. It's a complete solution, but it's costly."

"One challenge I encountered while implementing RapidMiner was the lack of documentation. Since there aren't as many users, finding resources to learn the tool was initially difficult. To overcome this hurdle, I believe RapidMiner could improve by providing more tutorials tailored for new users."

"Currently, I am unsure of all the AI features available in Altair RapidMiner, particularly advanced AI capabilities like neural networks and deep learning."

"In terms of the UI and SaaS, the user interface with KNIME is more appealing than RapidMiner."

"The visual interface could use something like the-drag-and-drop features which other products already support. Some additional features can make RapidMiner a better tool and maybe more competitive."

"The price of this solution should be improved."

"RapidMiner would be improved with the inclusion of more machine learning algorithms for generating time-series forecasting models."

More Altair RapidMiner cons

"Sometimes, the product has outages that affect the site's ability."

"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

"For the university, the cost of the solution is free for the students and teachers."

"The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."

"I used an educational license for this solution, which is available free of charge."

"I'm not fully aware of RapidMiner's price because we had licenses provided, but from my analysis, it's moderately priced, not too high or too low. It's worth the investment."

"Although we don't pay licensing fees because it is being used within the university, my understanding is that the cost is between $5,000 and $10,000 USD per year."

"If you have a subscription to Red Hat Enterprise Linux, Red Hat Insights is free."

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859,129 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

University

11%

Computer Software Company

11%

Educational Organization

10%

Financial Services Firm

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

Questions from the Community

What do you like most about RapidMiner?

RapidMiner is a no-code machine learning tool. I can install it on my local machine and work with smaller datasets. It can also connect to databases, allowing me to build models directly on the dat...

See all answers

What is your experience regarding pricing and costs for RapidMiner?

I started with a trial version. We are likely to purchase a license, which may offer additional features.

See all answers

What needs improvement with RapidMiner?

Currently, I am unsure of all the AI features available in Altair RapidMiner, particularly advanced AI capabilities like neural networks and deep learning. It would be beneficial if the platform co...

See all answers

What do you like most about Red Hat Insights?

It identifies bugs and security vulnerabilities.

See all answers

What needs improvement with Red Hat Insights?

See all answers

What is your primary use case for Red Hat Insights?

I use the solution every day to check the health of the system. It tells me if there are any issues to address or if there are any security vulnerabilities. It allows me to do remediation online, w...

See all answers

Comparisons

KNIME vs Altair RapidMiner

Compared 51% of the time

Dataiku vs Altair RapidMiner

Compared 16% of the time

Tableau vs Altair RapidMiner

Compared 7% of the time

Alteryx vs Altair RapidMiner

Compared 7% of the time

IBM SPSS Modeler vs Altair RapidMiner

Compared 3% of the time

More Altair RapidMiner Competitors

Alteryx vs Red Hat Insights

Compared 100% of the time

More Red Hat Insights Competitors

Product Reports

Buyer's Guide

Altair RapidMiner

June 2025

Download Altair RapidMiner product report

Buyer's Guide

Predictive Analytics

May 2025

Download Red Hat Insights product report

Overview

Altair RapidMiner is a leading platform for data science and machine learning, offering a user-friendly interface with powerful tools for predictive analytics. It supports integration with APIs, Python, and cloud services for streamlined workflow creation.

RapidMiner provides an efficient data science environment featuring drag-and-drop functionality, automation tools, and a wide array of algorithms, making it adaptable for novices and experts alike. Users benefit from easy data preparation and analysis alongside robust support from a vibrant community. Challenges include better onboarding and deep learning model accessibility, alongside calls for enhanced image processing and large language model integration.

What features make Altair RapidMiner stand out?

Data science tools: Facilitates machine learning and predictive analytics.
Code-optional GUI: Enables non-programmers to create workflows seamlessly.
Integration: Supports APIs, Python, and cloud services.
Drag-and-drop functionality: Simplifies workflow creation for users.
Algorithm variety: Offers diverse methods for data analysis.

What benefits and ROI should users consider when evaluating?

Efficiency: Saves time in data preparation and workflow automation.
Accessibility: Intuitive design aids beginners and experts.
Community: Access to extensions and collaborative resources.
Documentation: Comprehensive tutorials enhance learning.

Altair RapidMiner is extensively used in business and academia, facilitating tasks like predictive analytics, segmentation, and deployment. In education, it supports data science teaching and research, while in industries such as telecom, banking, and healthcare, it's used for data mining, decision trees, and market analysis.

Altair

Red Hat Insights provides highly scalable, prescriptive analytics across complete, hybrid infrastructures. Delivered as a Software-as-a-Service (SaaS) offering, Red Hat Insights takes advantage of Red Hat’s industry expertise as a leader in open source software to generate tailored remediations in real time. Red Hat Insights uses intelligent data to pinpoint technical risks and help IT resolve problems before business is affected. This modern, integrated platform supports operational analytics and automated resolution across physical, virtual, container, and private and public cloud environments.

Red Hat

Sample Customers

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen

Cerner, Government of Nova Scotia

Buyer's Guide

Altair RapidMiner vs. Red Hat Insights

June 2025

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