Altair RapidMiner vs ibi WebFOCUS comparison

Altair and Information Builders are both solutions in the Predictive Analytics category. Altair is ranked #2 with an average rating of 8.1, while Information Builders is ranked #8 with an average rating of 8.0. Altair holds a 11.5% mindshare in PA, compared to Information Builders’s 2.5% mindshare. Additionally, 96% of Altair users are willing to recommend the solution, compared to 95% of Information Builders users who would recommend it.

Altair RapidMiner

Read 24 Altair RapidMiner reviews

4,844 Views
678 Comparison Views

96% willing to recommend

ibi WebFOCUS

Read 18 ibi WebFOCUS reviews

739 Views
96 Comparison Views

95% willing to recommend

Altair RapidMiner

ibi WebFOCUS

Comparison Buyer's Guide

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Executive SummaryUpdated on Sep 14, 2025

ibi WebFOCUS and Altair RapidMiner compete in the business intelligence and data analytics space, with Altair RapidMiner having the advantage due to its comprehensive feature set.

Features: ibi WebFOCUS provides robust reporting capabilities with extensive data visualization and dashboard customization, supports various data sources, and is ideal for ETL processes and operational reporting. Altair RapidMiner offers predictive analytics with sophisticated machine learning algorithms, automated data cleaning, and seamless integration with external tools like Python and R.

Room for Improvement: ibi WebFOCUS could enhance its ease of use for non-technical users, improve deployment efficiency, and expand its advanced analytics functions. Altair RapidMiner may benefit from enhanced generative AI adaptation, more extensive documentation, and better UI customization options.

Ease of Deployment and Customer Service: Altair RapidMiner is recognized for its straightforward deployment and excellent customer support, while ibi WebFOCUS, although complex to deploy, offers comprehensive customer assistance and resource integration during implementation.

Pricing and ROI: ibi WebFOCUS offers competitive pricing with significant initial setup costs, promising high ROI with its detailed reporting. Altair RapidMiner provides flexible pricing with lower initial investments and superior ROI through its advanced analytics supporting better decision-making.

To learn more, read our detailed Altair RapidMiner vs. ibi WebFOCUS Report (Updated: September 2025).

Buyer's Guide

Altair RapidMiner vs. ibi WebFOCUS

September 2025

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Helped 867,445 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)

ibi WebFOCUS

Ranking in Predictive Analytics

8th

Average Rating

8.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Embedded BI (10th)

Mindshare comparison

As of September 2025, in the Predictive Analytics category, the mindshare of Altair RapidMiner is 11.5%, down from 18.3% compared to the previous year. The mindshare of ibi WebFOCUS is 2.5%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics Market Share Distribution
Product	Market Share (%)
Altair RapidMiner	11.5%
ibi WebFOCUS	2.5%
Other	86.0%

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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Twanette Jurd

Technical Director / Solutions Architect at InfoBuild

Business Intelligence, reporting, data integration, ETL, data migration - everything is handled within one unified platform and highly scalable solution.

WebFOCUS goes beyond just dashboards. It's also used for operational reporting, making it crucial for mission-critical systems. In fact, a core strength is that it's not "just" a BI tool; it can be used to build complete applications. It is the best tool because of its all-in-one nature. Data integration, ETL, data migration, everything is handled within the same platform. Then, on the front end, it offers portals, reporting, distributed analysis, and more. For customers who have data in the right structure and right format, the WebFOCUS Designer tool is very powerful. It allows them to create self-service reporting applications.

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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

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

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

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

"The solution is very intuitive and powerful."

"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."

"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."

More Altair RapidMiner pros

"The solution can read and write 500 different types of outputs."

"The most valuable feature is building ad hoc reports."

"I would rate the scalability a ten out of ten. It's highly scalable and can handle significant data volumes."

"It stands out for its ability to work across different platforms, support mainframe data, offer cloud integration, automate report scheduling, and provide a robust scripting language."

Cons

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

"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."

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

"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."

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

"Improve the online data services."

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

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

More Altair RapidMiner cons

"If there were to be any improvements right now, their documentation needs to get in sync with their product."

"The solution can be improved by adding more automated options for reporting."

"When it comes to customer support, we don't always reach the right person. Sometimes, we get junior-level reps who aren't as knowledgeable as we are."

"The challenge lies not in what the tool can do but in how you use it and understand the data."

Pricing and Cost Advice

"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'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."

"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."

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

"I would rate the pricing a five out of ten, with ten being expensive."

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Top Industries

By visitors reading reviews

University

11%

Computer Software Company

10%

Manufacturing Company

10%

Educational Organization

10%

Financial Services Firm

16%

Government

12%

Manufacturing Company

11%

Computer Software Company

10%

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	4
Midsize Enterprise	3
Large Enterprise	14

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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What is your experience regarding pricing and costs for Information Builders WebFOCUS?

I would rate the pricing a five out of ten, with ten being expensive.

See all answers

What needs improvement with Information Builders WebFOCUS?

Documentation could definitely be improved.

See all answers

What is your primary use case for Information Builders WebFOCUS?

I use it for supplying and developing business intelligence (BI) solutions, data management and reporting applications, and for the development of complete web-based applications. It's a versatile ...

See all answers

Comparisons

KNIME Business Hub vs Altair RapidMiner

Compared 49% of the time

Dataiku vs Altair RapidMiner

Compared 15% 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 3% of the time

More Altair RapidMiner Competitors

Microsoft Power BI vs ibi WebFOCUS

Compared 49% of the time

Tableau Enterprise vs ibi WebFOCUS

Compared 36% of the time

More ibi WebFOCUS Competitors

Product Reports

Buyer's Guide

Altair RapidMiner

September 2025

Download Altair RapidMiner product report

Buyer's Guide

ibi WebFOCUS

September 2025

Download ibi WebFOCUS product report

Also Known As

No data available

WebFOCUS

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

WebFOCUS is a strategic enterprise business intelligence (BI) and analytics platform that enables any executive, manager, analyst, employee, partner, or customer to execute smarter business from trusted data. The platform includes cutting-edge capabilities that provide organizations with everything they need to turn data into insight, and insight into impact.

Information Builders

Sample Customers

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen

Ace Hardware, AutoZone, Fred Hutch, MasterCard, OFS Brands, PostFinance, Real D, Yellow Pages, ABC Financial, AcuSport, BBVA, Babcock

Buyer's Guide

Altair RapidMiner vs. ibi WebFOCUS

September 2025

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