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Altair RapidMiner vs Tom Sawyer Software Model-Based Engineering comparison

Altair and Tom Sawyer Software are both solutions in the Data Science Platforms category. Altair is ranked #7 with an average rating of 8.1, while Tom Sawyer Software is ranked #59. Altair holds a 7.6% mindshare in Data Science Platforms, compared to Tom Sawyer Software’s 0.1% mindshare. Additionally, 96% of Altair users are willing to recommend the solution.
Altair RapidMiner
Read 24 Altair RapidMiner reviews
  • 5,047 Views
  • 4,340 Comparison Views
96% willing to recommend
Tom Sawyer Software Model-B...
  • 65 Views
  • 65 Comparison Views
 

Comparison Buyer's Guide

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Executive SummaryUpdated on Jun 8, 2025

Altair RapidMiner and Tom Sawyer Software Model-Based Engineering compete in data analytics and model-based engineering. Altair RapidMiner tends to have an advantage with pricing and support, while Tom Sawyer Software Model-Based Engineering is favored for its robust features, which some see as worth the investment.

Features: Altair RapidMiner provides strong data analytics capabilities, easy data preparation, machine learning, and predictive analytics. It offers flexibility and wide integrations. Tom Sawyer Software Model-Based Engineering excels with model creation, simulation capabilities, powerful visualizations, and comprehensive tools for complex processes.

Ease of Deployment and Customer Service: Altair RapidMiner has a straightforward setup and efficient deployment options, supported by responsive customer service. Tom Sawyer Software requires a more complex setup due to specialized modeling, potentially needing additional expertise, balanced by supportive service.

Pricing and ROI: Altair RapidMiner typically provides competitive setup costs with potentially quicker ROI through efficient deployment and resource optimization. Tom Sawyer Software's initial costs are higher, though its advanced features justify the investment for specific model-based engineering requirements.

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Data Science Platforms
August 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 Data Science Platforms
7th
Average Rating
8.6
Reviews Sentiment
7.0
Number of Reviews
24
Ranking in other categories
Predictive Analytics (2nd)
Tom Sawyer Software Model-B...
Ranking in Data Science Platforms
59th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of August 2025, in the Data Science Platforms category, the mindshare of Altair RapidMiner is 7.6%, up from 7.2% compared to the previous year. The mindshare of Tom Sawyer Software Model-Based Engineering is 0.1%, up from 0.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Market Share Distribution
ProductMarket Share (%)
Altair RapidMiner7.6%
Tom Sawyer Software Model-Based Engineering0.1%
Other92.3%
Data Science Platforms
 

Featured Reviews

Rathnam Makam - PeerSpot reviewer
A no-code tool that helps to build machine learning models
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. I haven't explored the tool's latest version, so I'm unaware of the current features. However, I think it would be beneficial if they could enhance capabilities related to deep neural networks, provide better support for generating UI, and allow for importing and utilizing large language models.
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Top Industries

By visitors reading reviews
University
11%
Computer Software Company
11%
Educational Organization
10%
Manufacturing Company
9%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise5
Large Enterprise8
No data available
 

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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Compared 7% of the time
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IBM SPSS Modeler vs Altair RapidMiner
Compared 3% of the time
More Altair RapidMiner Competitors
No data available
 

Product Reports

Buyer's Guide
Altair RapidMiner
August 2025
Altair RapidMiner reportDownload Altair RapidMiner product report
Buyer's Guide
Data Science Platforms
August 2025
Tom Sawyer Software Model-Based Engineering reportDownload Tom Sawyer Software Model-Based Engineering 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

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Tom Sawyer Software
 

Sample Customers

PayPal, Deloitte, eBay, Cisco, Miele, Volkswagen
Information Not Available
Buyer's Guide
Data Science Platforms
August 2025
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