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Altair RapidMiner vs ibi WebFOCUS comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 22, 2026

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
24
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
18
Ranking in other categories
Embedded BI (16th)
 

Mindshare comparison

As of March 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 4.4%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Mindshare Distribution
ProductMindshare (%)
Altair RapidMiner6.6%
ibi WebFOCUS4.4%
Other89.0%
Predictive Analytics
 

Featured Reviews

VS
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.
Twanette Jurd - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"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."
"I've been using a lot of components from the Strategic Extension and Python Extension."
"Altair RapidMiner is easy to use and intuitive with no coding required, making it a low code tool."
"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 best thing about RapidMiner is efficiency."
"Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations."
"RapidMiner is very easy to use."
"RapidMiner for Windows is an excellent graphical tool for data science."
"It improved our reporting system a lot, and the availability, presentation, and timeliness are way better."
"WebFOCUS helped SSA OHO manage our daily workload, get cases out quickly and help American people to get their disability claim processed on time."
"Report rewriting is easy, I like the format, and offenders court data is easy to write and analyze."
"The tool helps in planning and management, decision making and optimizing resources, analyzing data and coming up with an excellent report presentation."
"Information Builders allows decision makers to harness the power of data to make strategic decisions that will advance the goals and objectives of the organization."
"All features are very helpful and easy to use, and end users can see their data in more meaningful ways."
"This is a great BI product and an excellent roadmap and vision."
"Even though Domo has now told us that they would offer their BI solution to us on-premise, we feel that the intuitive, user friendly aspects of IBI far surpass what Domo has to offer, and as such will be going with IBI as a result."
 

Cons

"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."
"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 BFSI environment, like banking and finance."
"On the other hand, compared to some other products, maybe the UI could be enhanced."
"I would like to see all users have access to all of the deep learning models, and that they can be used easily."
"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."
"I think that they should make deep learning models easier."
"RapidMiner can improve deep learning by enhancing the features."
"If IBI can make each release of WebFOCUS consistent, we don't have to make changes for each release, it will be very helpful."
"For WebFOCUS 8, it has been very trying to get used to new version."
"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."
"If there were to be any improvements right now, their documentation needs to get in sync with their product."
"We found some minor flaws like password encryption."
"The interface can be more user-friendly, learning the product via a classroom format."
"It's too complex to setup the security features."
"More access via end users without using reporting objects. Easy way to create charts and graphs for reporting to executive staff."
 

Pricing and Cost Advice

"I used an educational license for this solution, which is available free of charge."
"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."
"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
Manufacturing Company
11%
University
11%
Computer Software Company
9%
Educational Organization
9%
Government
12%
Financial Services Firm
12%
Manufacturing Company
9%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise5
Large Enterprise8
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise3
Large Enterprise14
 

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...
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.
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...
Ask a question
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Also Known As

No data available
WebFOCUS
 

Overview

 

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
Find out what your peers are saying about Altair RapidMiner vs. ibi WebFOCUS and other solutions. Updated: March 2026.
884,933 professionals have used our research since 2012.