Altair RapidMiner vs Anaplan comparison

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Altair RapidMiner

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Executive SummaryUpdated on Dec 21, 2025

Altair RapidMiner and Anaplan are competing in data analysis and planning. Anaplan appears to have the upper hand with its comprehensive features suitable for business and finance operations, whereas RapidMiner is preferred for its cost-effectiveness and user-friendly nature.

Features: Altair RapidMiner offers predictive analytics, machine learning, and extensive data preparation tools, making it ideal for data scientists seeking robust analytical capabilities. Anaplan excels in strategic planning, modeling, and forecasting, providing advanced tools for financial planning and business operations. Anaplan's three-dimensional cloud platform facilitates ease of integration and collaboration across various departments, establishing it as a potent option for large enterprises.

Room for Improvement: Altair RapidMiner may benefit from enhancements in adapting to generative AI trends and enriching its collaboration features. Users might find a need for more comprehensive real-time updates to boost efficiency compared to solutions like Anaplan. Additionally, expanding its deployment flexibility could cater to diverse enterprise needs. Anaplan could improve its initial setup times, offering quicker deployment options for smaller organizations with limited resources. Refining the user interface for beginners and reducing the complexity of its modeling functions would cater to a broader audience. The advanced features could also be made more intuitive for users without prior expertise.

Ease of Deployment and Customer Service: Altair RapidMiner is known for its simplified deployment and strong customer support, allowing seamless integration into existing systems. Anaplan provides personalized customer service with detailed onboarding, accommodating its complex deployment requirements. The comprehensive support offered by Anaplan enhances user adoption but demands more initial resources and time.

Pricing and ROI: Altair RapidMiner offers cost-effective setup solutions, enabling quick returns on investment through efficient data processing. It targets smaller businesses that seek powerful analytical tools without incurring high costs. Anaplan, despite its higher initial investment, promises substantial returns through improved scalability and sophisticated planning abilities. It is positioned as a strategic investment for enterprise-level operations aiming for long-term growth. The different pricing strategies necessitate organizations to align their decision with budget constraints and strategic goals.

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

Altair RapidMiner vs. Anaplan

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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

Ranking in Predictive Analytics

4th

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Science Platforms (8th)

Anaplan

Ranking in Predictive Analytics

2nd

Average Rating

8.2

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Business Performance Management (1st), Production Planning (3rd)

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 Anaplan is 7.3%, down from 19.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics Market Share Distribution
Product	Market Share (%)
Anaplan	7.3%
Altair RapidMiner	6.6%
Other	86.1%

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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Segun Oladele

Associate Manager, Accounting at BIC

Reporting and forecasting have become more automated through intuitive data organization and flexible number calendarization

I do not have any improvements from my own end at this time.There are some specific features or functionality that I would like to see included in Anaplan in the future. From what we have been using, I do not think there is any specific one because we import and export numbers. Importing and exporting with CSV files is already available in Anaplan. I do not have any special requests from Anaplan. I still decided to give Anaplan an eight because I have not seen a specific dashboard on Anaplan. Anaplan could have a dashboard where you can see the flow of your numbers displayed on pictorials rather than just saying this is the number. Simple dashboards should be implemented.

Read full review

Quotes from Members

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

Pros

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

"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 most valuable feature is what the product sets out to do, which is extracting information and data."

"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."

"I've been using a lot of components from the Strategic Extension and Python Extension."

"RapidMiner is very easy to use."

"Scalability is not really a concern with RapidMiner. It scales very well and can be used in global implementations."

More Altair RapidMiner pros

"Technical support has been good."

"Anaplan's scalability stands out compared to other platforms, especially for scenario planning and what-if analysis."

"Anaplan has positively impacted my organization by reducing the time my team previously spent hours on reporting, and now this time has been minimized, and they are easily maintaining things in Anaplan."

"I am impressed with the tool’s real-time calculations and intuitive interface. The tool’s user interface is the best compared to other software that I have worked with. I also find the tool’s management reporting feature valuable."

"Anaplan's in-memory calculation engine is super-fast compared to the old tools we previously used. You enter the data and everything shows up in one go."

"It's highly flexible. If you've got a complex environment with complex calculations, you can build that out. So that's a really good positive."

"It's real-time connected planning, so the calculations are pretty much seamless as far as your model is connected."

"After we implemented it in Anaplan, it made the calculations much easier and at one time, multiple users could log into Anaplan and work simultaneously for different areas."

More Anaplan pros

Cons

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

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

"The product must provide data-cleaning features."

"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."

"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."

"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."

"A great product but confusing in some way with regard to the user interface and integration with other tools."

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

More Altair RapidMiner cons

"When there is a lot of data, it sometimes takes long to load."

"There is a chance of improvement for the history. In Anaplan back-end model, if there is any change, it is captured in the history, however, on the front-end UX page, if there are any changes on the UX page, there is no history captured."

"Anaplan could be improved with a stronger consolidation module."

"The integration technique should be a little bit easier."

"Anaplan can be improved, particularly regarding latency issues when running deployments that may cause the system to hang."

"There are so many business rules to set up in the system that as a business user it's hard to gauge what they're doing and it's possible to get lost."

"I would rate scalability between six and seven. Anaplan had issues before, but the new Polaris engine solves them, although its implementation is more challenging compared to the Classic engine."

"One area of improvement is conditional formatting. It's not very practical, and you need to specify additional formatting."

More Anaplan cons

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."

"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."

"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."

"The tool’s pricing is reasonable and competitive with other solutions."

"Anaplan is a bit pricier compared to its competitors - the license costs about $4,000 per user annually."

"We are currently using a free workspace license for 90 days. We are satisfied with the price of the solution. There are additional costs if you want more storage, the default limit is 250 GB."

"A value-for-money product and a very reasonable price compared to competitors like SAP or IBM."

"The cost of Anaplan is a challenge for clients, especially if they don't have an ongoing long-term use case for it. It's a $50,000 licensing fee just to get started. Clients need a strong business case to switch from Excel to Anaplan. But if clients have used something similar in the past, such as Hyperion or other solutions, that's not a factor because they know what to expect."

"The price of the solution is expensive."

"This is an expensive product and if the price were reduced then it would attract more customers."

"The license is a yearly subscription. There are three licensing tiers: the model builder, planner, and the reporting."

More Anaplan pricing and cost advice

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Top Industries

By visitors reading reviews

Manufacturing Company

12%

University

11%

Computer Software Company

10%

Financial Services Firm

Manufacturing Company

11%

Financial Services Firm

11%

Computer Software Company

10%

Retailer

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	10
Midsize Enterprise	5
Large Enterprise	17

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...

What are your main use cases for Anaplan?

Anaplan is an industry-leading cloud-based corporate performance management (CPM) platform that combines business planning and analytics in a single solution. It is designed to assist organizations...

Is Board better than Anaplan as a Business Intelligence (BI) solution?

We've had several FP&A departments include Anaplan in their analytics discussions, and while BI information IS generated, the focus is generally on compiling input from various sources and simu...

Is Anaplan better than SAP ERP?

There are different aspects of both Anaplan and SAP ERP that I like and dislike. Anaplan improves forecast accuracy and drives up the quality of analytics. Rather than spending all of their time co...

KNIME Business Hub vs Altair RapidMiner

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Compared 18% of the time

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Compared 11% of the time

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Compared 10% of the time

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Compared 6% of the time

IBM Planning Analytics vs Anaplan

Compared 5% of the time

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Product Reports

Altair RapidMiner

Download Altair RapidMiner product report

Download Anaplan product report

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

Anaplan is a cloud-based planning and performance management platform with documented use cases in finance, sales, supply chain, marketing, IT and HR. At the core of Anaplan's technology is a single hub where business users can build, deploy, maintain, and share models without coding or reliance on IT personnel.

With Anaplan You Can:

Accelerate revenue growth
Convert data into market opportunity
Drive higher sales performance
Gain market share
Improve customer satisfaction
See edge-to-edge across your company
Achieve business and technology goals
Become agile and resilient with continuous models and forecasts

The Anaplan Platform Is:

Flexible
Scalable
Collaborative
Secure
Multi-dimensional
Built to help businesses think ahead and rapidly adapt to change

Anaplan Benefits:

Illuminate blind spots and hidden opportunities.
Easily create a shareable, living representation of how your business actually works.
Dynamic planning allows you to continuously adapt to market changes and other changing circumstances effectively.
Information is always readily available and can be easily shared with all teams across your enterprise.
Anaplan provides intelligent decision-making. The platform gives you all the information you need to make business decisions and also gives you the ability to run several “what if” scenarios to determine which decision is best based on a large range of variables - at record speed, instead of it taking days or weeks to complete.
By using Anaplan, you can adapt to changes very quickly. You can consider all of the possible options before responding in real time.
Anaplan can be used remotely from wherever you are.
Anaplan will help your organization stay focused and on target. You can stay in control with the ability to run scenario calculations quickly and use the information to make adjustments as needed.
Anaplan provides accurate, real-time data so you don’t have to worry about the risk of bad data. In turn, this boosts shareholder confidence because Anaplan’s platform mitigates the risks associated with incorrect data.
Anaplan’s Connected Planning helps you meet regulatory requirements. All the relevant business data is held in one place, therefore making adjustments easier to implement quickly. With Connected Planning, results also have a full audit trail.

Anaplan Features:

Hyperscale computing: Anaplan eliminates the “messy middle” caused by out-of-date, siloed signals.
Integrated and dynamic signal set: This feature incorporates internal and external factors, relationships, and market context across functions which can all be seamlessly integrated.
Responsive unified system: Anaplan’s high-fidelity, responsive, and unified system for execution and accountability is reliable, accurate, and traceable.
Real-time insights: Detect signals hidden in your systems and gain insight into every asset, resource, risk, and change to help provide decision clarity.
Unlimited multi-dimensional scenarios: Anaplan helps your organization run unlimited multi-dimensional scenarios to identify ideal plans of action.
Synchronization: Using Anaplan, you can synchronize execution and readiness. Anaplan enables autonomous and coordinated in-market action by connecting headquarters to your most remote outposts.

Reviews from Real Users:

"Anaplan's in-memory calculation engine is super-fast compared to the old tools we previously used. You enter the data and everything shows up in one go.” - Sandeep A., Lead Analyst at a retailer

"This product has a very good modeling feature, and its graphical representation of visualizations has also been valuable.” - Raghavendra K., Lead Consultant at a tech services company

"Anaplan is a three-dimensional cloud platform that is good for analyzing data, visualization, integration, terrific for visibility.” - Anaplan model builder at a tech services company

Sample Customers

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen

HP, ForeScout, DocuSign, EAT, Pandora, Aviva, Intel Security, Zalora

Altair RapidMiner vs. Anaplan