Altair RapidMiner vs Knowage comparison

The compared Altair and Knowage solutions aren't in the same category. Altair is ranked #3 in PA , with an average rating of 8.1, and holds a 10.9% mindshare in the category. Knowage is ranked #25 in RT , and holds a 1.1% mindshare. Additionally, 96% of Altair users are willing to recommend the solution, compared to 85% of Knowage users who would recommend it.

Altair RapidMiner

Read 24 Altair RapidMiner reviews

4,556 Views
592 Comparison Views

96% willing to recommend

Knowage

Read 18 Knowage reviews

771 Views
393 Comparison Views

85% willing to recommend

Altair RapidMiner

Knowage

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Altair RapidMiner and Knowage based on real PeerSpot user reviews.

Find out what your peers are saying about Alteryx, SAP, Altair and others in Predictive Analytics.

To learn more, read our detailed Predictive Analytics Report (Updated: October 2025).

Buyer's Guide

Predictive Analytics

October 2025

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Helped 871,358 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

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Predictive Analytics (3rd), Data Science Platforms (7th)

Knowage

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (33rd), Reporting (25th)

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. Altair RapidMiner is designed for Predictive Analytics and holds a mindshare of 10.9%, down 18.6% compared to last year.
Knowage, on the other hand, focuses on Reporting, holds 1.1% mindshare, up 0.8% since last year.

Predictive Analytics Market Share Distribution
Product	Market Share (%)
Altair RapidMiner	10.9%
Alteryx	14.0%
Anaplan	13.8%
Other	61.3%

Predictive Analytics

Reporting Market Share Distribution
Product	Market Share (%)
Knowage	1.1%
Microsoft Power BI	23.8%
Tableau Enterprise	20.2%
Other	54.9%

Reporting

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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BlessingSithole

Software Engineer at syntegra

Open-source with great embedding capabilities but the dashboards could be better

I know the initial setup is pretty straightforward. It doesn't take a long time to deploy. Even on your own personal computer, when you want to try it out, it doesn't take too long to get it running. For the initial setup, I'd say it's maybe a four out of five in terms of how easy it is. You need to add these Java dependencies and so forth, which can be a bit boring, however, it's almost perfect. To deploy Knowage usually takes about a day. In terms of the implementation strategy, it's just following the instructions that they give us on the installation and then just knowing how to handle the process. Usually, there is a group of engineers who do that for us and manage the server itself. If a team is knowledgeable, then it doesn't take a long time. When you need a new instance, it's very quick. The implementation strategy is based on just following instructions on the installation process from Knowage. For deployment and maintenance, we need just maybe two people simply to monitor the traffic coming in. However, it's maintained by people who were doing other jobs like maintaining our other server. They just monitor the Knowage server and make sure that it's up and running and that there are no bugs. There are not too many bugs coming out from the debugger.

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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

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

"The GUI capabilities of the solution are excellent. Their Auto ML model provides for even non-coder data scientists to deploy a model."

"The most valuable feature of RapidMiner is that it can read a large number of file formats including CSV, Excel, and in particular, SPSS."

"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."

"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"

"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 most valuable features are the Binary classification and Auto Model."

"The solution is very intuitive and powerful."

More Altair RapidMiner pros

"The embedding feature is great."

"I can't name the features the way the Knowage community calls them because I still don't know the lingo. However, I can describe them. I like the ability to join more than one report, set all fields on one end, and replicate that on the other reports. I like that a lot. I think it's one of the features that got me using Knowage. They have tables, and I like that too. They took SQL scripts and many other scripts and enabled them to even correlate with Python. That's also one of the best things about Knowage. You could also decide to get information per user role, and this is also a feature that I like in Knowage."

"The concept of engines is quite powerful allowing the user to work with report authoring/provisioning tools of their choice."

"We can easily do our own customizations."

Cons

"It would be helpful to have some tutorials on communicating with Python."

"The product must provide data-cleaning features."

"If they could include video tutorials, people would find that quite helpful."

"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."

"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."

"Improve the online data services."

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

More Altair RapidMiner cons

"Development of SpagoBI has now been moved to Knowage. Users interested in further developments of the platform will have to look there."

"The dashboard components could be better."

"The only challenge here is that it's a Java-based platform. It requires very high technical skills."

"It would be better if more resources were available to help us learn how to use it. I wanted to use Knowage for a more extended period, but learning materials around the product were not really available and were not really straightforward. I've also seen inconsistencies between versions. For example, under the tools, especially in the cockpit, the way you create reports is now different. You will also find some configurations within a particular state, like a line chart, which differs from version to version. I think consistency is an essential feature in a product, especially for business intelligence products."

Pricing and Cost Advice

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

"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."

"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."

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

"Knowage is open-source, and an enterprise edition is also available."

"It allows the implementation of an effective reporting system using internal skills at a limited upfront cost."

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Top Industries

By visitors reading reviews

University

11%

Computer Software Company

10%

Manufacturing Company

10%

Educational Organization

Hospitality Company

13%

Government

11%

Insurance Company

Retailer

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	12
Midsize Enterprise	5
Large Enterprise	8

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	6
Large Enterprise	6

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...

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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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Comparisons

KNIME Business Hub vs Altair RapidMiner

Compared 47% of the time

Dataiku vs Altair RapidMiner

Compared 14% of the time

Tableau Enterprise vs Altair RapidMiner

Compared 8% of the time

Alteryx vs Altair RapidMiner

Compared 6% of the time

Microsoft Azure Machine Learning Studio vs Altair RapidMiner

Compared 4% of the time

More Altair RapidMiner Competitors

Procurify vs Knowage

Compared 25% of the time

Microsoft Power BI vs Knowage

Compared 21% of the time

Tableau Enterprise vs Knowage

Compared 12% of the time

SAS Visual Analytics vs Knowage

Compared 11% of the time

Syncfusion Report Platform vs Knowage

Compared 11% of the time

More Knowage Competitors

Product Reports

Buyer's Guide

Altair RapidMiner

October 2025

Download Altair RapidMiner product report

Buyer's Guide

Knowage

October 2025

Download Knowage product report

Also Known As

No data available

SpagoBI

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

Knowage (formerly SpagoBI) has a 14-years history. The actual release is the 6.3.

Knowage offers FULL ANALYTICAL CAPABILITIES, with a special focus on big data analytics and comprehensive support to rich and multi-source data analysis. Knowage provides different modules, each one focused on a specific domain but mutually combinable (Big Data, Smart Intelligence, Enterprise Reporting, Location Intelligence, Performance Management, Predictive Analysis). Moreover, Knowage is an OPEN SOURCE solution: the source code is freely accessible, everyone is allowed to join the community and build the own business solution to ensure strategic decision-making and improved productivity.

Knowage suite is supported by Engineering Group, the leading Italian software and services company, with about 10,000 people and more than 50 offices worldwide. Maintenance and support services (such as trainings, migration support, proof-of-concepts, etc) are provided by Engineering Group (KNOWAGE Labs) under subscription.

Knowage

Sample Customers

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen

FIAT Group, Italian air navigation service provider, Ministry of Education and Science of the Russian Federation, Telecom Italia, ASL Genovese, San Giovanni Battista University Hospital

Find out what your peers are saying about Alteryx, SAP, Altair and others in Predictive Analytics. Updated: October 2025.

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