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Siemens Digital

Rapidminer AI Studio

Composite Score

7.6 /10

CX Score

7.8 /10

53 Reviews Write a Review

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What is Rapidminer AI Studio?

Regardless of where your organization is on its data journey, Rapidminer AI Studio (formerly Altair RapidMiner) can help overcome the most challenging obstacles in your way. We offer a path to modernization for established data analytics teams as well as a path to automation for teams just getting started. We do this without requiring your organization to radically change your people, processes, computing environment, or existing data landscape, helping you achieve your data goals without changing who you are or what you have.

Company Details

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Awards & Recognition

Rapidminer AI Studio won the following awards in the Machine Learning Platforms category

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0 Top Rated Capabilities

1 Top Rated Features

Latest Award, 2026

2 Top Rated Capabilities

1 Top Rated Features

2025

2 Top Rated Capabilities

1 Top Rated Features

2024

2 Top Rated Capabilities

1 Top Rated Features

2023

Contract Negotiation

2022

3 Top Rated Capabilities

2 Top Rated Features

2022

Rapidminer AI Studio Ratings

Real user data aggregated to summarize the product performance and customer experience.
Download the entire Product Scorecard to access more information on Rapidminer AI Studio.

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

83 Likeliness to Recommend

1
Since last award

95 Plan to Renew

1
Since last award

73 Satisfaction of Cost Relative to Value

1
Since last award

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Emotional Footprint Overview

Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.

+83 Net Emotional Footprint

The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.

How much do users love Rapidminer AI Studio?

7% Negative

5% Neutral

88% Positive

Pros

Respectful
Performance Enhancing
Efficient Service
Reliable

Feature Ratings

Average 76

Explainability

Algorithm Diversity

Feature Engineering

Data Ingestion

Model Training

Ensembling

Pre-Packaged AI/ML Services

Data Pre-Processing

Data Exploration and Visualization

Performance and Scalability

Openness and Flexibility

Vendor Capability Ratings

Average 76

Ease of Data Integration

Breadth of Features

Business Value Created

Ease of Implementation

Quality of Features

Availability and Quality of Training

Vendor Support

Usability and Intuitiveness

Ease of Customization

Product Strategy and Rate of Improvement

Ease of IT Administration

Also Featured in...

Data Preparation for Analytics

Score 7.7

View Rapidminer AI Studio in this category (opens in a new tab)

Rapidminer AI Studio Reviews

Eduardo C. D.

Role: Student Academic
Industry: Education
Involvement: End User of Application

Validated Review

Verified Reviewer

Submitted Apr 2024

Very useful product! Easy to learn.

Likeliness to Recommend

10 /10

What differentiates Rapidminer AI Studio from other similar products?

It is user-friendly. No need for programming skills. It is highly recommended for data science tasks for non-data scientists.

What is your favorite aspect of this product?

Predictive Modeling.

What do you dislike most about this product?

None in particular.

What recommendations would you give to someone considering this product?

It is highly recommended. The features are easy to learn.

Pros

Helps Innovate
Continually Improving Product
Reliable
Performance Enhancing

Sashank M.

Role: Information Technology
Industry: Technology
Involvement: Business Leader or Manager

Validated Review

Verified Reviewer

Submitted Jun 2023

Features are perfect and easy to use

Likeliness to Recommend

9 /10

What differentiates Rapidminer AI Studio from other similar products?

Integrated Platform: Altair Data Analytics & AI offers a unified platform that integrates various data analytics and AI functionalities. Advanced Analytics: The platform provides a wide range of advanced analytics capabilities, such as statistical analysis, predictive modeling, machine learning, and optimization. Automation and Workflow Efficiency: Altair Data Analytics & AI focuses on enhancing productivity and efficiency through automation.

What is your favorite aspect of this product?

Scalability and Performance: Altair Data Analytics & AI is designed to handle large-scale datasets and complex analytical tasks. Integration and Collaboration: Altair Data Analytics & AI provides integration capabilities, enabling seamless connectivity with various data sources, databases, and third-party tools. Visualization and Reporting: Altair Data Analytics & AI includes interactive data visualization and reporting features.

What do you dislike most about this product?

Learning Curve: Altair Data Analytics & AI is a comprehensive platform with various features and capabilities. Customization Limitations: While Altair Data Analytics & AI provides a wide range of analytics tools and functionalities, some users might find limitations in customizing or extending the platform to meet specific needs. Platform-Specific Workflow: Altair Data Analytics & AI has its own workflow and user interface, which may differ from other data analytics and AI tools. Software Updates and Maintenance: Like any software product, Altair Data Analytics & AI may release updates and new versions periodically.

What recommendations would you give to someone considering this product?

Clearly Define Your Requirements: Before considering any data analytics and AI platform, clearly define your business objectives, project requirements, and desired outcomes. Evaluate Integration and Compatibility: Assess how well Altair Data Analytics & AI integrates with your existing data infrastructure and other tools in your analytics workflow. Consider Scalability and Performance: Determine whether Altair Data Analytics & AI can handle the scale and complexity of your data and analytics tasks. Explore Customization and Extensibility: Determine the level of customization and extensibility offered by Altair Data Analytics & AI.

Pros

Continually Improving Product
Performance Enhancing
Enables Productivity
Unique Features

Moon A.

Role: Information Technology
Industry: Technology
Involvement: Business Leader or Manager

Validated Review

Verified Reviewer

Submitted Jul 2022

RapidMiner is intuitive for non-coders.

Likeliness to Recommend

9 /10

What differentiates Rapidminer AI Studio from other similar products?

It is effortless to understand, even for non-coders. RapidMiner has a helpful community, providing detailed instructions for each step. It's clear to us where our data is going. Using the GUI, we can update procedures quickly. RapidMiner's most common methods are drag-and-drop. The implementation of various algorithms is speedy and straightforward. This tool's process-based design makes it useful for complex projects. Anyone who knows the basics of data analysis can use it easily. The marketplace offers timely updates and add-ons that meet many needs. So, it is genuinely unique out there.

What is your favorite aspect of this product?

RapidMiner is a data science platform that can easily integrate with source data systems and external databases. The best part of predictive analytics is visual workflow design. One of my favorite features is the ability to generate models using a drag-and-drop interface. The process flow is simple, and the results are rich. It can handle everything from data preparation and cleaning to model modeling and deployment. It's beneficial to have pre-built templates. RapidMiner offers supervised training models for fast iteration.

What do you dislike most about this product?

Compared to other machine learning tools, RapidMiner is expensive and does not allow the creation of custom models. Because of the interface's design, it may be challenging to locate operators at times. Information overload is acceptable, though initially overwhelming. Improving onboarding would be great.

What recommendations would you give to someone considering this product?

The best machine learning UI-based software I've used is user-friendly. It's a platform for creating predictive models with minimal coding. I recommend RapidMiner for data mining, theory, algorithms, and actual data work. Astonish yourself if you can.

Pros

Helps Innovate
Continually Improving Product
Reliable
Performance Enhancing

Rapidminer AI Studio

What is Rapidminer AI Studio?

Company Details

Need Assistance?

Awards & Recognition

Rapidminer AI Studio Ratings

83 Likeliness to Recommend

1 Since last award

95 Plan to Renew

1 Since last award

73 Satisfaction of Cost Relative to Value

1 Since last award

Emotional Footprint Overview

+83 Net Emotional Footprint

How much do users love Rapidminer AI Studio?

Pros

Feature Ratings Average rating of all product features, some of which may not be shown below

Explainability Ability to explain/ visualize the model.

Algorithm Diversity Provides multiple diverse ready-to-use machine learning algorithms out-of-the-box.

Feature Engineering Ability to extract and build features from raw data.

Data Ingestion Ability to access data from various sources on-prem and in the cloud and of various type: structured, unstructured, and semi-structured, real-time, etc.

Model Training Ability to train a model with a range of data sets that you provide.

Ensembling 'Ability to combine ML models for best results.

Pre-Packaged AI/ML Services Pre-trained models and associated resources, e.g., for forecasting, recommendations, image and video analysis, NLP, voice, etc.

Data Pre-Processing Ability to wrangle or pre-process data to ready it for model training.

Data Exploration and Visualization Ability to visually manipulate, interact with, and explore data, and perform basic descriptive statistics and pattern detection.

Performance and Scalability Systems performance (time) and scalability end-to-end: from data load and processing to model creation and deployment.

Openness and Flexibility Integration with open-source and 3P resources (languages, frameworks, libraries, etc.)

Vendor Capability Ratings Average rating of all vendor capabilities, some of which may not be shown below

Ease of Data Integration Use this data to determine whether the product will cause headaches or make data integration easy.

Breadth of Features Users prefer feature rich software that enables them to perform diverse series of tasks. This data expresses user satisfaction with the product's breadth of features.

Business Value Created Software needs to create value for employees, customers, partners, and, ultimately, shareholders. This data expresses user satisfaction - or lack thereof - with the product's business value.

Ease of Implementation Successfully implementing new software is necessary to realize its full value and promote end user adoption. This data indicates whether or not the product is easy to implement.

Quality of Features Feature quality is just as important as quantity. Use this data to determine if this product will do what you're purchasing it to do, easily, intuitively, reliably, and effectively.

Availability and Quality of Training Effective and readily available training enables users to get the most out of the software you've chosen. Use this section to make sure your vendor's training programs and materials measure up.

Vendor Support The importance of vendor support will vary for each organization depending on internal capabilities, but there will always be issues that only the vendor can resolve.

Usability and Intuitiveness End user learning curves cost the organization money. Pay attention to your end users' technical ability to determine how important UX is in your purchase.

Ease of Customization Don't get bogged down in a difficult customization; use this data to make sure you can easily achieve the functionality you need for your particular situation.

Product Strategy and Rate of Improvement Vendors who don't stay on top of emerging needs and trends won't enable you to meet your business goals. Use this data to separate innovators from imposters.

Ease of IT Administration This data indicates whether IT personnel will be able to resolve issues and perform configurations efficiently and effectively.

Also Featured in...

Data Preparation for Analytics

Rapidminer AI Studio Reviews

Eduardo C. D.

Very useful product! Easy to learn.

Likeliness to Recommend

Pros

Sashank M.

Features are perfect and easy to use

Likeliness to Recommend

Pros

Moon A.

RapidMiner is intuitive for non-coders.

Likeliness to Recommend

Pros

Most Popular Rapidminer AI Studio Comparisons

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1
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Feature Ratings

Explainability

Algorithm Diversity

Feature Engineering

Data Ingestion

Model Training

Ensembling

Pre-Packaged AI/ML Services

Data Pre-Processing

Data Exploration and Visualization

Performance and Scalability

Openness and Flexibility

Vendor Capability Ratings

Ease of Data Integration

Breadth of Features

Business Value Created

Ease of Implementation

Quality of Features

Availability and Quality of Training

Vendor Support

Usability and Intuitiveness

Ease of Customization

Product Strategy and Rate of Improvement

Ease of IT Administration