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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 (9th)
ibi WebFOCUS
Ranking in Predictive Analytics
7th
Average Rating
8.8
Reviews Sentiment
6.8
Number of Reviews
18
Ranking in other categories
Embedded BI (16th)
 

Mindshare comparison

As of May 2026, in the Predictive Analytics category, the mindshare of Altair RapidMiner is 6.1%, down from 15.2% compared to the previous year. The mindshare of ibi WebFOCUS is 4.4%, up from 1.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Predictive Analytics Mindshare Distribution
ProductMindshare (%)
Altair RapidMiner6.1%
ibi WebFOCUS4.4%
Other89.5%
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

"The most valuable feature of RapidMiner is that it can read a large number of file formats including CSV, Excel, and in particular, SPSS."
"The best thing about RapidMiner is efficiency."
"The data science, collaboration, and IDN are very, very strong."
"This solution is a great tool for users that are experimenting and is an alternative to doing the coding and everything themselves."
"The documentation for this solution is very good, where each operator is explained with how to use it."
"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 most valuable features are the Binary classification and Auto Model."
"RapidMiner for Windows is an excellent graphical tool for data science."
"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."
"I would rate the scalability a ten out of ten. It's highly scalable and can handle significant data volumes."
"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."
"Overall it is a user-friendly and powerful solution."
"The most valuable feature is building ad hoc reports."
"All features are very helpful and easy to use, and end users can see their data in more meaningful ways."
"WebFOCUS helped SSA OHO manage our daily workload, get cases out quickly and help American people to get their disability claim processed on time."
 

Cons

"A great product but confusing in some way with regard to the user interface and integration with other tools."
"I would like to see wider adoption of the RapidMiner platform by the Open Source community as a viable alternative/companion to Python and R."
"I think that they should make deep learning models easier."
"Currently, I am unsure of all the AI features available in Altair RapidMiner, particularly advanced AI capabilities like neural networks and deep learning."
"RapidMiner isn't cheap. It's a complete solution, but it's costly."
"Improve the online data services."
"RapidMiner is not utterly intuitive for beginners."
"The product must provide data-cleaning features."
"The challenge lies not in what the tool can do but in how you use it and understand the data."
"The solution can be improved by adding more automated options for reporting."
"For WebFOCUS 8, it has been very trying to get used to new version."
"The interface can be more user-friendly, learning the product via a classroom format."
"More access via end users without using reporting objects. Easy way to create charts and graphs for reporting to executive staff."
"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."
"It would be nice to have it easier to embed native SQL. Release process in our set up is not the safest since it requires changing paths."
 

Pricing and Cost Advice

"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."
"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."
"For the university, the cost of the solution is free for the students and teachers."
"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%
Financial Services Firm
11%
University
9%
Computer Software Company
9%
Financial Services Firm
13%
Government
11%
Manufacturing Company
7%
Computer Software Company
6%
 

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
Earn 20 points
 

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: April 2026.
893,244 professionals have used our research since 2012.