No more typing reviews! Try our Samantha, our new voice AI agent.

Cloudera Data Science Workbench vs Tom Sawyer Software Model-Based Engineering comparison

 

Comparison Buyer's Guide

Executive Summary

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

Cloudera Data Science Workb...
Ranking in Data Science Platforms
23rd
Average Rating
7.0
Reviews Sentiment
6.9
Number of Reviews
2
Ranking in other categories
No ranking in other categories
Tom Sawyer Software Model-B...
Ranking in Data Science Platforms
49th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of April 2026, in the Data Science Platforms category, the mindshare of Cloudera Data Science Workbench is 1.8%, up from 1.3% compared to the previous year. The mindshare of Tom Sawyer Software Model-Based Engineering is 0.4%, up from 0.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Science Platforms Mindshare Distribution
ProductMindshare (%)
Cloudera Data Science Workbench1.8%
Tom Sawyer Software Model-Based Engineering0.4%
Other97.8%
Data Science Platforms
 

Featured Reviews

Ismail Peer - PeerSpot reviewer
Program Management Lead Advisor at Unionbank Philippines
Useful for data science modeling but improvement is needed in MLOps and pricing
If you don't configure CDSW well, then it might be not useful for you. Deploying the tool can vary in complexity, but most of the time, it's relatively simple and straightforward. Triggering a job from data to production is easy, as the platform automates the deployment process. However, ensuring optimal resource allocation is essential for smooth operations.
Use Tom Sawyer Software Model-Based Engineering?
Leave a review
report
Use our free recommendation engine to learn which Data Science Platforms solutions are best for your needs.
885,837 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
33%
Manufacturing Company
8%
Healthcare Company
7%
Computer Software Company
6%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Also Known As

CDSW
No data available
 

Overview

 

Sample Customers

IQVIA, Rush University Medical Center, Western Union
Information Not Available
Find out what your peers are saying about Databricks, Amazon Web Services (AWS), Knime and others in Data Science Platforms. Updated: March 2026.
885,837 professionals have used our research since 2012.