Compare Amazon SageMaker and Google Cloud AI Hub 
Featured Products
At a Glance
Market Segments
Enterprise (34.9% of reviews)
Small-Business (41.7% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Amazon SageMaker
Star Rating
(48)4.2 out of 5
Market Segments
Enterprise (34.9% of reviews)
Pros & Cons
Entry-Level Pricing
No pricing available
Learn more about Amazon SageMakerGoogle Cloud AI Hub
Star Rating
(12)4.3 out of 5
Market Segments
Small-Business (41.7% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Google Cloud AI HubAmazon SageMaker vs Google Cloud AI Hub
- Reviewers felt that Google Cloud AI Hub meets the needs of their business better than Amazon SageMaker.
- When comparing quality of ongoing product support, reviewers felt that Amazon SageMaker is the preferred option.
- For feature updates and roadmaps, our reviewers preferred the direction of Google Cloud AI Hub over Amazon SageMaker.
Pricing
Entry-Level Pricing
Amazon SageMaker
No pricing availableGoogle Cloud AI Hub
No pricing availableFree Trial
Amazon SageMaker
No trial information availableGoogle Cloud AI Hub
No trial information availableRatings
Meets Requirements
8.6
38
9.0
10
Ease of Use
8.4
39
8.3
10
Ease of Setup
8.5
26
Not enough data
Ease of Admin
8.4
20
Not enough data
Quality of Support
8.6
34
7.7
10
Has the product been a good partner in doing business?
9.2
20
Not enough data
Product Direction (% positive)
9.1
37
10.0
10
Features by Category
Deployment
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
Deployment
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
Management
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Operations
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Not enough data
Management
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
System
8.3
20
7.9
8
Model Development
8.7
29
8.3
9
8.2
28
7.6
9
8.3
33
8.5
9
8.9
33
8.7
9
Model Development
8.4
19
8.3
8
Machine/Deep Learning Services
8.9
26
8.7
9
9.1
28
8.0
9
8.9
25
8.5
9
9.0
28
8.3
9
Machine/Deep Learning Services
9.2
17
7.6
7
9.2
18
8.1
8
Deployment
8.7
33
8.0
9
8.7
33
8.3
9
9.0
31
8.7
9
Generative AI
8.6
6
7.9
8
9.2
6
8.1
8
8.3
5
7.3
8
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
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
Amazon SageMaker and Google Cloud AI Hub are categorized as Data Science and Machine Learning Platforms
Unique Categories
Amazon SageMaker is categorized as MLOps Platforms, Generative AI Infrastructure, and Low-Code Machine Learning Platforms
Google Cloud AI Hub has no unique categories
Reviews
Reviewers' Company Size
Amazon SageMaker
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Google Cloud AI Hub
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
Information Technology and Services
20.9%
Computer Software
16.3%
Marketing and Advertising
4.7%
Internet
4.7%
Education Management
4.7%
Other
48.8%
Financial Services
25.0%
Computer Software
25.0%
Computer & Network Security
16.7%
Telecommunications
8.3%
Program Development
8.3%
Other
16.7%
Alternatives
Discussions
What is the best way to integrate Sagemaker models with Kubernetes?
1 Comment
VJ
https://aws.amazon.com/blogs/machine-learning/introducing-amazon-sagemaker-operators-for-kubernetes/Read more
How do i make this platform reach to most of my developers?
1 Comment
VJ
you can manage the access via IAM users and roles and give them access as per their need, Sagemaker by default has all the basic AWS feature and you can...Read more
Amazon SageMaker has no more discussions with answers
What is Google Cloud AI Hub used for?
1 Comment
MN
Google Cloud AI Hub is a platform provided by Google Cloud that serves as a repository for machine learning (ML) and artificial intelligence (AI) assets....Read more
Google Cloud AI Hub has no more discussions with answers
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