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: December 2025).

Altair RapidMiner vs. Anaplan

December 2025

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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

3rd

Average Rating

8.6

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Data Science Platforms (8th)

Anaplan

Ranking in Predictive Analytics

4th

Average Rating

8.2

Reviews Sentiment

6.5

Number of Reviews

Ranking in other categories

Business Performance Management (2nd), Production Planning (3rd)

Mindshare comparison

As of January 2026, in the Predictive Analytics category, the mindshare of Altair RapidMiner is 7.3%, down from 16.2% compared to the previous year. The mindshare of Anaplan is 8.1%, down from 18.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Predictive Analytics Market Share Distribution
Product	Market Share (%)
Altair RapidMiner	7.3%
Anaplan	8.1%
Other	84.6%

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.

Read full review

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

"The most valuable features are the Binary classification and Auto Model."

"The solution is stable."

"Using the GUI, I can have models and algorithms drag and drop nodes."

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

"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."

"RapidMiner for Windows is an excellent graphical tool for data science."

"The best part of RapidMiner is efficiency."

"It's helpful if you want to make informed decisions using data. We can take the information, tease out the attributes, and label everything. It's suitable for profiling and forecasting in any industry."

More Altair RapidMiner pros

"The solution scales well."

"Anaplan provides 130 GB of cloud storage for organizations to use as part of their license."

"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."

"The most valuable feature of Anaplan is machine learning. The solution is constantly evolving from feedback. Additionally, there is a wide range of training material online."

"Technical support has been good."

"You don't need to have a programming language to use Anaplan."

"Anaplan is a three-dimensional cloud platform that is good for analyzing data, visualization, integration, terrific for visibility."

"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."

More Anaplan pros

Cons

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

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

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

"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."

"Improve the online data services."

"The product must provide data-cleaning features."

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

More Altair RapidMiner cons

"I chose a rating of eight because there is one backlog item: we are currently not using Anaplan for data reporting purposes."

"Anaplan is a relatively expensive piece of software."

"Anaplan's workflow component is probably the biggest area for improvement. I'd also like to see Anaplan add an ad hoc reporting tool that allows users to query things. It's going to factor into how you design your data set and your models, but I'd like the ability to create ad hoc queries against the data that's in there."

"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."

"Anaplan could enhance its user interface by including a more user-friendly API."

"The tool needs to work on its integration with MS Excel and MS Word. The tool does not allow data analysis in spreadsheets which is possible on other platforms. I want the solution to be more collaborative to facilitate decision-making in organizations."

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

"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."

More Anaplan cons

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."

"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."

"The client only has to pay the licensing costs. There are not any maintenance or hidden costs in addition to the license."

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

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

"The entry-level is anywhere from about $30,000 to $50,000 a year, however, it does go up significantly after that depending on the complexity and how much space you're using."

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

"This is a yearly subscription. So a customer initially buys a workspace and specifies how much GB they want. The minimum starts at around 30 GB. You can buy multiple workspaces."

"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."

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

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

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	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...

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Product Reports

Download Altair RapidMiner product report

Altair RapidMiner

January 2026

Download Anaplan product report

January 2026

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