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Dell AI Factory with NVIDIA vs IBM Watson Machine Learning comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 5, 2025

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

Dell AI Factory with NVIDIA
Ranking in AI Development Platforms
29th
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
No ranking in other categories
IBM Watson Machine Learning
Ranking in AI Development Platforms
16th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
7
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of December 2025, in the AI Development Platforms category, the mindshare of Dell AI Factory with NVIDIA is 0.9%. The mindshare of IBM Watson Machine Learning is 2.1%, up from 2.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Development Platforms Market Share Distribution
ProductMarket Share (%)
IBM Watson Machine Learning2.1%
Dell AI Factory with NVIDIA0.9%
Other97.0%
AI Development Platforms
 

Featured Reviews

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reviewer2319402 - PeerSpot reviewer
Director of Business Development at a educational organization with 1,001-5,000 employees
Good fit for medium-sized companies, and offers good AutoML feature
In future releases, I would like to see a more flexible environment. It's a good product for customization and developing products. But when we need the most control over the delivery, Watson isn't the best. We can't fix everything because we're working with a machine that's creating a product. And the ability to go in-depth and tweak our model easily would be really nice.
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Top Industries

By visitors reading reviews
No data available
University
13%
Computer Software Company
12%
Financial Services Firm
12%
Educational Organization
9%
 

Company Size

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

Questions from the Community

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What do you like most about IBM Watson Machine Learning?
I was particularly interested in trying the AutoML feature to see how it handles data and proposes new models. The variety of models it provides is impressive.
What needs improvement with IBM Watson Machine Learning?
Sometimes training the model is difficult. We need to have at least a few different components to evaluate and understand the behavior of different users to have a very, very high accuracy in the m...
 

Overview

Find out what your peers are saying about Microsoft, Google, Hugging Face and others in AI Development Platforms. Updated: November 2025.
879,259 professionals have used our research since 2012.