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Compare Google Cloud AutoML and Microsoft Cognitive Toolkit (Formerly CNTK) 
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At a Glance
Market Segments
Small-Business (45.5% of reviews)
Enterprise (68.2% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Google Cloud AutoML
Star Rating
(22)4.1 out of 5
Market Segments
Small-Business (45.5% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Google Cloud AutoMLMicrosoft Cognitive Toolkit (Formerly CNTK)
Star Rating
(22)4.2 out of 5
Market Segments
Enterprise (68.2% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Microsoft Cognitive Toolkit (Formerly CNTK)Google Cloud AutoML vs Microsoft Cognitive Toolkit (Formerly CNTK)
When assessing the two solutions, reviewers found Google Cloud AutoML easier to use. However, Microsoft Cognitive Toolkit (Formerly CNTK) is easier to set up and administer. Reviewers also preferred doing business with Microsoft Cognitive Toolkit (Formerly CNTK) overall.
- Reviewers felt that Microsoft Cognitive Toolkit (Formerly CNTK) meets the needs of their business better than Google Cloud AutoML.
- When comparing quality of ongoing product support, reviewers felt that Microsoft Cognitive Toolkit (Formerly CNTK) is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Google Cloud AutoML over Microsoft Cognitive Toolkit (Formerly CNTK).
Pricing
Entry-Level Pricing
Google Cloud AutoML
No pricing availableMicrosoft Cognitive Toolkit (Formerly CNTK)
No pricing availableFree Trial
Google Cloud AutoML
No trial information availableMicrosoft Cognitive Toolkit (Formerly CNTK)
No trial information availableRatings
Meets Requirements
8.6
14
8.7
18
Ease of Use
8.6
14
8.0
18
Ease of Setup
7.4
11
8.4
15
Ease of Admin
7.9
12
8.8
14
Quality of Support
7.5
14
8.1
18
Has the product been a good partner in doing business?
8.3
11
8.9
15
Product Direction (% positive)
8.9
11
7.9
17
Features by Category
Data Science and Machine Learning PlatformsHide 25 FeaturesShow 25 Features
Not enough data
Not enough data
System
Not enough data
Not enough data
Model Development
Not enough data
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Not enough data
Model Development
Not enough data
Not enough data
Machine/Deep Learning Services
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Machine/Deep Learning Services
Not enough data
Not enough data
Not enough data
Not enough data
Deployment
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Generative AI
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Scalability and Performance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Cost and Efficiency - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Integration and Extensibility - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Security and Compliance - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Usability and Support - Generative AI Infrastructure
Not enough data
Not enough data
Not enough data
Not enough data
Core Functionality - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Handling - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Performance - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Usability - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Advanced Features - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Agentic AI - Artificial Neural Network
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Data Ingestion & Preparation - Low-Code Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Model Construction & Automation - Low-Code Machine Learning Platforms
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Categories
Categories
Shared Categories
Google Cloud AutoML and Microsoft Cognitive Toolkit (Formerly CNTK) share no categories
Unique Categories
Google Cloud AutoML is categorized as Data Science and Machine Learning Platforms and Low-Code Machine Learning Platforms
Microsoft Cognitive Toolkit (Formerly CNTK) is categorized as Artificial Neural Network and Generative AI Infrastructure
Reviews
Reviewers' Company Size
Google Cloud AutoML
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Microsoft Cognitive Toolkit (Formerly CNTK)
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Research
13.6%
Information Technology and Services
13.6%
Computer Software
9.1%
Program Development
4.5%
Pharmaceuticals
4.5%
Other
54.5%
Computer Software
31.8%
Information Technology and Services
22.7%
Warehousing
4.5%
Semiconductors
4.5%
Publishing
4.5%
Other
31.8%
Alternatives
Discussions
Google Cloud AutoML has no discussions with answers
Is CNTK dead?
1 Comment
NS
No Its working currently my project is using the image detection libRead more
Microsoft Cognitive Toolkit (Formerly CNTK) has no more discussions with answers
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