Altair RapidMiner vs SAP Business Data Cloud comparison

Altair and SAP are both solutions in the Predictive Analytics category. Additionally, 96% of Altair users are willing to recommend the solution, compared to 92% of SAP users who would recommend it.

Altair RapidMiner

Read 24 Altair RapidMiner reviews

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638 Comparison Views

96% willing to recommend

SAP Business Data Cloud

Read 72 SAP Business Data Cloud reviews

92% willing to recommend

Altair RapidMiner

SAP Business Data Cloud

Comparison Buyer's Guide

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Executive SummaryUpdated on Mar 29, 2026

Altair RapidMiner and SAP Business Data Cloud are competing analytics platforms. SAP Business Data Cloud seems to have the upper hand due to its comprehensive feature set, especially in data integration and scalability, which justify its higher costs.

Features: Altair RapidMiner offers machine learning tools, ease of use, and capabilities like predictive analytics and model deployment. SAP Business Data Cloud provides powerful data integration, scalability, and enterprise solutions for complex data systems and comprehensive analytics.

Ease of Deployment and Customer Service: Altair RapidMiner supports straightforward deployment adaptable to various infrastructures with responsive service. SAP Business Data Cloud provides extensive enterprise solutions needing advanced setup, complemented by strong service offerings.

Pricing and ROI: Altair RapidMiner offers attractive pricing and favorable ROI, appealing for cost efficiency. SAP Business Data Cloud, with higher costs, delivers significant ROI with its advanced features and enterprise capabilities, appealing to organizations prioritizing comprehensive analytics solutions.

To learn more, read our detailed Predictive Analytics Report (Updated: March 2026).

Buyer's Guide

Predictive Analytics

March 2026

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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 (4th), Data Science Platforms (8th)

SAP Business Data Cloud

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Data Integration (124th), BI (Business Intelligence) Tools (146th), Cloud Analytics (15th), Data Governance (81st), Cloud Data Warehouse (19th)

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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Pavlina Pankova

Competence Leader - BI at Sabris CZ s.r.o.

Brings reporting, planning, and prediction together in one seamless workflow

I think the areas of SAP Analytics Cloud that could be improved or enhanced are mentioned by users or companies, and they would definitely mention the price in terms of planning licensing. From a consulting point of view, I don't see any major weaknesses. It is reasonably well-developed, and the perfect strength is that innovations are coming on a quarterly basis. It is slightly behind other tools in terms of the number of graphical outputs. Some tools have it faster, but every increment of innovations contains new features. On the other hand, it is perfectly fitting to the SAP environment, with seamless integration to all SAP modules, not only ERP but also SuccessFactors and other tools from the SAP family, for example, integrated business planning for the production planning. This is really a highlight compared to other tools.

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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."

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

"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 technical support for RapidMiner is fantastic."

"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 tools have a complete function for doing data."

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

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

More Altair RapidMiner pros

"Planning and integration are the most valuable features. It is useful for planning, and it is useful for integrating with on-prem or cloud SAP solutions."

"Easy to use."

"Visualization is quite seamless and awesome. Once the data messaging is set up, it's straightforward and simple to select how it should be displayed. So, that's another advantage of SAP."

"The most useful feature of SAP Analytics Cloud is planning because it helps users with making predictions and forecasts. Clients can forecast, make data allocations, and other actions. The solution is useful for planning."

"It is the best business intelligence platform."

"The capabilities of SAP Analytics Cloud that I consider the most valuable are that all three functionalities are in one tool, and because they are, you don't have to buy another tool to make planning, you don't have to buy another tool to implement prediction."

"The product is stable, there are no bugs or glitches, it doesn't crash or freeze, and it's reliable."

"In my opinion, it is good for analytics. Everything is in the cloud."

More SAP Business Data Cloud pros

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."

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

"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."

"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."

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

"RapidMiner can improve deep learning by enhancing the features."

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

"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."

More Altair RapidMiner cons

"The connection works only for importing data. Currently, there is no real-time integration between SAP Analytics Cloud and CRM. There are some features present in the classic but not in the optimized version. If I need to create something specific, I often have to switch the versions. It would be more convenient to have a single product that incorporates all the necessary features."

"Though it's the best placed product when working with an SAP BW backend, it still lacks a lot of functionalities when compared to other tools such as Power BI or Tableau."

"Some of the standard visualizations, such as a speedometer or a goal chart, are not there and should be added."

"I would also like to have more advanced features for predictive analytics."

"The integration with other vendors and solutions could be improved."

"Technical support could be more helpful and responsive."

"Could have more tabular reporting capabilities."

"SAP could add some more visualization features to Analytics Cloud, like charts and analytics. I would also like to see some more data cleaning and ad hoc functions added to this solution."

More SAP Business Data Cloud cons

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."

"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."

"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."

"SAP Analytics Cloud is expensive. The price is a big issue if you compare it with other solutions from different vendors."

"It's not that costly as such for the time being."

"The platform is about 50% more expensive than Power BI."

"This solution offers value for money and you get what you pay for."

"It's quite expensive and costs a lot to maintain, especially with licensing."

"Its pricing is okay as compared to its competitors."

"This solution is pricey."

"Its licensing is on a monthly basis."

More SAP Business Data Cloud pricing and cost advice

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Top Industries

By visitors reading reviews

Manufacturing Company

11%

University

11%

Computer Software Company

Educational Organization

No data available

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	24
Midsize Enterprise	13
Large Enterprise	39

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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Which would you choose - Tableau or SAP Analytics Cloud?

Tableau is easy to set up and maintain. In about a day it is possible for the entire platform to be deployed for use. This relatively short amount of time can make all the difference for companies ...

See all answers

What do you like most about SAP Analytics Cloud?

In the data warehouse, you're free to make changes. You can make everything text, meaning it's always a string. Even numbers appear as text, giving you the flexibility to work with all columns.

See all answers

What is your experience regarding pricing and costs for SAP Analytics Cloud?

I normally do not deal with the commercials, so I am not aware of the pricing part of it.

See all answers

Comparisons

KNIME Business Hub vs Altair RapidMiner

Compared 20% of the time

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Compared 9% of the time

Databricks vs Altair RapidMiner

Compared 6% of the time

Alteryx vs Altair RapidMiner

Compared 6% of the time

Tableau Enterprise vs Altair RapidMiner

Compared 4% of the time

More Altair RapidMiner Competitors

SAP BusinessObjects Business Intelligence Platform vs SAP Business Data Cloud

Compared 31% of the time

Anaplan vs SAP Business Data Cloud

Compared 7% of the time

Microsoft Power BI vs SAP Business Data Cloud

Compared 7% of the time

Tableau Enterprise vs SAP Business Data Cloud

Compared 6% of the time

IBM Planning Analytics vs SAP Business Data Cloud

Compared 5% of the time

More SAP Business Data Cloud Competitors

Product Reports

Buyer's Guide

Altair RapidMiner

March 2026

Download Altair RapidMiner product report

Buyer's Guide

Cloud Data Warehouse

March 2026

Download SAP Business Data Cloud product report

Also Known As

No data available

SAP Analytics Cloud

Overview

Altair RapidMiner is a GUI-driven, code-free data science tool ideal for users seeking efficiency and user-friendliness, featuring automated data cleaning and versatile model support for diverse tasks.

Altair RapidMiner offers an accessible platform with drag-and-drop functionality, supporting multiple file formats to streamline data science workflows. It enables quick prototyping and integrates with APIs, Python, and R, enhancing user flexibility. Comprehensive documentation and tutorials support learning, while features like model fine-tuning and predictive analytics cater to advanced analysis. Enhancements in automation and deep learning, alongside improvements in data service integration and metadata handling, remain a focus for development.

What are the key features of Altair RapidMiner?

Code-Free Interface: Simplifies data science with GUI support.
Drag-and-Drop Functionality: Streamlines process setup.
Automated Data Cleaning: Saves time in data preparation.
Machine Learning Algorithms: Supports a wide range for various tasks.
API & Python/R Integration: Enhances flexibility for data projects.
Tutorials & Documentation: Provides robust learning resources.

What benefits and ROI can users expect?

Efficiency: Reduces time spent on data processing.
Flexibility: Offers adaptable integration options.
Scalability: Suited for both educational and business environments.
Usability: User-friendly interface encourages wider adoption.
Predictive Capabilities: Empowers advanced business analytics.

Industries such as telecom and finance utilize Altair RapidMiner for tasks like data preparation and forecasting. Universities employ it for education and research projects, while businesses apply it to areas such as financial crime management and market analysis. It assists companies in predicting customer behavior and analyzing pharmaceutical data, allowing seamless integration with other systems.

Altair

SAP Business Data Cloud is a robust platform designed to streamline data integration and management across enterprises. It provides efficient solutions to harness and analyze data for enhanced decision-making and operational effectiveness.

SAP Business Data Cloud offers businesses a comprehensive approach to manage data traffic, ensuring seamless integration and accessibility. By leveraging cloud capabilities, it enhances data usability and supports strategic business processes. This is particularly advantageous in a rapidly evolving technological landscape where agility and adaptation are key to competitiveness.

What are the most important features of SAP Business Data Cloud?

Integrated Data Management: Facilitates seamless data handling across different sources.
Advanced Analytics: Provides tools for in-depth data analysis to support decision-making.
Scalability: Ensures the platform can grow alongside business demands.
Security: Robust security measures protect sensitive information.
Real-time Processing: Allows for immediate data processing and insights.

What benefits and ROI should users look for when evaluating SAP Business Data Cloud?

Improved Operational Efficiency: Optimizes processes by providing a unified data environment.
Cost Savings: Reduces infrastructure costs through cloud integration.
Enhanced Decision-Making: Empowers users with timely and relevant insights.
Agility and Flexibility: Allows quick adaptation to changing business needs.

SAP Business Data Cloud finds application across multiple industries such as finance, where it aids in risk management and regulatory compliance. In retail, it enhances supply chain efficiencies, while in manufacturing, it supports production optimization. The adaptability of SAP Business Data Cloud makes it valuable across sectors.

SAP

Sample Customers

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen

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