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 12.5% mindshare in PA, compared to Red Hat’s 2.3% 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

5,047 Views
707 Comparison Views

96% willing to recommend

Red Hat Insights

Read 3 Red Hat Insights reviews

174 Views
174 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: July 2025).

Buyer's Guide

Altair RapidMiner vs. Red Hat Insights

July 2025

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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

3.4

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of August 2025, in the Predictive Analytics category, the mindshare of Altair RapidMiner is 12.5%, down from 17.8% compared to the previous year. The mindshare of Red Hat Insights is 2.3%, up from 0.9% 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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Daniele Palumbo

Enterprise System Architect at Value Transformation Services

Proactive issue detection helps improve system reliability

I have not utilized the automation capabilities for remediation tasks within Red Hat Insights. The point is that we have a detached environment, so it is not really applicable. Here, what could be improved dramatically is the ability to have it used by an enterprise, which means to interlock with Ansible Automation Platform first. Secondly, including a change number or something that can help in tracking the remediation would be beneficial. If you come from an enterprise, you want to have all of the IT stuff in place. You cannot just remediate; you need to have a change and everything in place, and then you can do it. So even the planning can be something that can be improved.

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Quotes from Members

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

Pros

"It is easy to use and has a huge community that I can rely on for help. Moreover, it is interactive."

"We value the collaboration and governance features because it's a comprehensive platform that covers everything from data extraction to modeling operations in the ML language. RapidMiner is competitive in the ML space."

"The solution is stable."

"RapidMiner is very easy to use."

"Altair RapidMiner is easy to use and intuitive with no coding required, making it a low code tool."

"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."

"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"

"Altair RapidMiner is appreciated for its ease of use and the CRISP data mining model it supports, covering steps like data preparation, data understanding, and business understanding."

More Altair RapidMiner pros

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

"It identifies bugs and security vulnerabilities."

Cons

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

"Many things in the interface look nice, but they aren't of much use to the operator. It already has lots of variables in there."

"The price of this solution should be improved."

"Improve the online data services."

"A great product but confusing in some way with regard to the user interface and integration with other tools."

"I would like to see more integration capabilities."

"About twenty-five percent of my problems involve image processing, and I found RapidMiner lacking in this domain. While we work on OCR and similar tasks, RapidMiner hasn't been as engaged in that field as other models. Some other models also support email processing, but RapidMiner doesn't offer this feature."

"In the Mexican or Latin American market, it's kind of pricey."

More Altair RapidMiner cons

"The improvements, in my opinion, have to be done in the infrastructure of the Red Hat Satellite, it is very complex."

"What could be improved dramatically is the ability to have it used by an enterprise, which means to interlock with Ansible Automation Platform first."

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

Pricing and Cost Advice

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

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

"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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Top Industries

By visitors reading reviews

University

11%

Computer Software Company

11%

Educational Organization

10%

Manufacturing Company

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...

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What needs improvement with Red Hat Insights?

See all answers

What is your primary use case for Red Hat Insights?

My usual use case for Red Hat Insights is to get the most useful information regarding proactive information to promptly fix issues beforehand. That's the first one and more important. Let's stick ...

See all answers

What advice do you have for others considering Red Hat Insights?

We do not use Red Hat as our cloud provider; we have everything on-premise. Red Hat Insights is embedded in my offer with RHEL for sure, so it's something that is already given, at least for us. Fo...

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Comparisons

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Compared 15% of the time

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Compared 8% of the time

Alteryx vs Altair RapidMiner

Compared 7% of the time

IBM SPSS Modeler vs Altair RapidMiner

Compared 3% of the time

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Compared 100% of the time

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Product Reports

Buyer's Guide

Altair RapidMiner

August 2025

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Buyer's Guide

Predictive Analytics

August 2025

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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

July 2025

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