Altair RapidMiner vs Knowage comparison

The compared Altair and Knowage solutions aren't in the same category. Altair is ranked #2 in PA , with an average rating of 8.1, and holds a 14.1% mindshare in the category. Knowage is ranked #25 in RT , and holds a 0.8% 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

742 Views
556 Comparison Views

96% willing to recommend

Knowage

Read 18 Knowage reviews

436 Views
66 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, Altair, SAP and others in Predictive Analytics.

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

Buyer's Guide

Predictive Analytics

May 2025

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Helped 859,957 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 (2nd), Data Science Platforms (7th)

Knowage

Average Rating

7.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

BI (Business Intelligence) Tools (34th), 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 14.1%, down 18.1% compared to last year.
Knowage, on the other hand, focuses on Reporting, holds 0.8% mindshare, up 0.8% since last year.

Predictive Analytics

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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AbdulshukoorMohammed

General Manager Information Technology & Enterprise Applications Manager at OXFORD HOLDING

Easy to customize, cross-platform capable, and very stable

The only challenge here is that it's a Java-based platform. It requires very high technical skills. When we come to the integration with the single sign-on facilities, that part is very challenging. In Power BI and other tools, it's very easy to integrate with active directory and single sign-on, and identity management is very easy in other business intelligence tools. However, when it comes to Knowage, it's a bit heavy, it's time-consuming sometimes, it's not very fast, and definitely not as fast as other business intelligence tools in terms of getting graphical reports. The solution could be cheaper.

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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

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

"What I like about RapidMiner is its all-in-one nature, which allows me to prepare, extract, transform, and load data within the same tool."

"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."

"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"

"The data science, collaboration, and IDN are very, very strong."

"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."

"RapidMiner is very easy to use."

More Altair RapidMiner pros

"We can easily do our own customizations."

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

"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 embedding feature is great."

Cons

"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."

"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."

"The biggest problem, not from a platform process, but from an avoidance process, is when you work in a heavily regulated environment, like banking and finance. Whenever you make a decision or there is an output, you need to bill it as an avoidance to the investigator or to the bank audit team. If you made decisions within this machine learning model, you need to explain why you did so. It would better if you could explain your decision in terms of delivery. However, this is an issue with all ML platforms. Many companies are working heavily in this area to help figure out how to make it more explainable to the business team or the regulator."

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

"The server product has been getting updated and continues to be better each release. When I started using RapidMiner, it was solid but not easy to set up and upgrade."

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

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

"The price of this solution should be improved."

More Altair RapidMiner cons

"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."

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

Pricing and Cost Advice

"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."

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

"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."

"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

Computer Software Company

11%

University

10%

Educational Organization

10%

Financial Services Firm

Government

16%

Real Estate/Law Firm

10%

Hospitality Company

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

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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Comparisons

KNIME vs Altair RapidMiner

Compared 51% of the time

Dataiku vs Altair RapidMiner

Compared 16% of the time

Tableau vs Altair RapidMiner

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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Microsoft Power BI vs Knowage

Compared 58% of the time

Procurify vs Knowage

Compared 42% of the time

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Product Reports

Buyer's Guide

Altair RapidMiner

June 2025

Download Altair RapidMiner product report

Buyer's Guide

Knowage

June 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, Altair, SAP and others in Predictive Analytics. Updated: May 2025.

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