Altair RapidMiner vs ibi WebFOCUS comparison

Altair and Information Builders are both solutions in the Predictive Analytics category. Altair is ranked #4 with an average rating of 8.3, while Information Builders is ranked #8. Altair holds a 6.6% mindshare in PA, compared to Information Builders’s 4.1% 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

4,391 Views
615 Comparison Views

96% willing to recommend

ibi WebFOCUS

Read 18 ibi WebFOCUS reviews

1,036 Views
321 Comparison Views

95% willing to recommend

Altair RapidMiner

ibi WebFOCUS

Comparison Buyer's Guide

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Executive SummaryUpdated on Dec 21, 2025

ibi WebFOCUS and Altair RapidMiner are analytics solutions in the business intelligence and data science category. Altair RapidMiner often appears more compelling due to its advanced features for those seeking robust predictive analytics capabilities.

Features: ibi WebFOCUS includes customizable PDF reports, comprehensive data integration, and operational reporting. Altair RapidMiner offers automated data cleansing, a code-free environment, and integration with machine learning tools.

Room for Improvement: ibi WebFOCUS could enhance its GUI and analytics capabilities post-acquisition by TIBCO and improve personalization features. RapidMiner needs improvements in generative AI adaptation, expand its tutorial resources, and offer more flexible pricing options.

Ease of Deployment and Customer Service: ibi WebFOCUS ensures seamless deployment with extensive support. Altair RapidMiner emphasizes a straightforward setup process, often providing quicker integrations, backed by efficient service.

Pricing and ROI: ibi WebFOCUS presents appealing pricing models with solid ROI for budget-conscious customers. Altair RapidMiner, despite a potential for higher initial costs, offers significant ROI through its advanced data insights.

To learn more, read our detailed Altair RapidMiner vs. ibi WebFOCUS Report (Updated: February 2026).

Buyer's Guide

Altair RapidMiner vs. ibi WebFOCUS

February 2026

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Helped 881,733 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

4th

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Science Platforms (8th)

ibi WebFOCUS

Ranking in Predictive Analytics

8th

Average Rating

8.8

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

Embedded BI (14th)

Mindshare comparison

As of February 2026, in the Predictive Analytics category, the mindshare of Altair RapidMiner is 6.6%, down from 16.5% compared to the previous year. The mindshare of ibi WebFOCUS is 4.1%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics Market Share Distribution
Product	Market Share (%)
Altair RapidMiner	6.6%
ibi WebFOCUS	4.1%
Other	89.3%

Predictive Analytics

Featured Reviews

VictorSantos

Professor at Instituto Superior de Contabilidade e Administraçao de Coimbra

Utilize intuitive CRISP model support and predictive analytics features for effective data analysis

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. The tool’s auto model feature is excellent as it allows simulation of models to select the best one. It is useful for predictive analytics with community support for model adjustments. I also find handling complex datasets promising, although there's a need for improvement with generative AI adaptation.

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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 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."

"The solution is stable."

"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"

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

"The best part of RapidMiner is efficiency."

"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."

"I like not having to write all solutions from code. Being able to drag and drop controls, enables me to focus on building the best model, without needing to search for syntax errors or extra libraries."

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

More Altair RapidMiner pros

"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."

"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."

Cons

"I would appreciate improvements in automation and customization options to further streamline processes."

"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."

"The price of this solution should be improved."

"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."

"Altair RapidMiner needs updates to its examples, particularly in business and marketing areas, and to the tool itself. The user interface should be improved."

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

"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."

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

More Altair RapidMiner cons

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

"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."

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."

"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'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."

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

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

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Top Industries

By visitors reading reviews

Manufacturing Company

12%

University

11%

Computer Software Company

10%

Financial Services Firm

14%

Manufacturing Company

11%

Government

11%

Computer Software Company

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

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Compared 29% of the time

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Compared 10% of the time

Alteryx vs Altair RapidMiner

Compared 6% of the time

Databricks vs Altair RapidMiner

Compared 6% of the time

Tableau Enterprise vs Altair RapidMiner

Compared 5% of the time

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Microsoft Power BI vs ibi WebFOCUS

Compared 21% of the time

Tableau Enterprise vs ibi WebFOCUS

Compared 15% of the time

PredicSis vs ibi WebFOCUS

Compared 12% of the time

QlikView vs ibi WebFOCUS

Compared 9% of the time

Alteryx vs ibi WebFOCUS

Compared 8% of the time

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Product Reports

Buyer's Guide

Altair RapidMiner

February 2026

Download Altair RapidMiner product report

Buyer's Guide

ibi WebFOCUS

January 2026

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

February 2026

Free Report: Altair RapidMiner vs. ibi WebFOCUS

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