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Compare Amazon SageMaker and Google Cloud AI Hub 
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At a Glance
Market Segments
Small-Business (33.3% of reviews)
Small-Business (41.7% of reviews)
Entry-Level Pricing
No pricing available
No pricing available
Amazon SageMaker
Star Rating
(45)4.3 out of 5
Market Segments
Small-Business (33.3% 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 HubSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Amazon SageMaker excels in its Drag and Drop feature, which allows for a more intuitive model building experience, scoring 9.0 compared to Google Cloud AI Hub's 7.9. Reviewers mention that this functionality significantly reduces the learning curve for new users.
- Reviewers mention that Amazon SageMaker's Model Training capabilities are robust, with a score of 8.9, while Google Cloud AI Hub follows closely with 8.7. Users on G2 appreciate the pre-built algorithms in SageMaker, which streamline the training process.
- G2 users highlight that Amazon SageMaker offers superior Scalability with a score of 9.0, compared to Google Cloud AI Hub's 8.7. Reviewers say this is particularly beneficial for businesses experiencing rapid growth, as it can handle increased workloads seamlessly.
- Users say that Amazon SageMaker's Quality of Support is a strong point, rated at 8.7, while Google Cloud AI Hub's support is rated lower at 7.7. Reviewers mention that timely and effective support can make a significant difference in troubleshooting and optimizing workflows.
- Reviewers mention that Google Cloud AI Hub shines in AI Text Generation with a score of 8.1, while Amazon SageMaker's score is lower at 7.9. Users report that the quality of generated text is often more coherent and contextually relevant in Google Cloud AI Hub.
- Users on G2 report that Amazon SageMaker's AI Cost per API Call is more favorable, leading to better cost efficiency for businesses, while Google Cloud AI Hub's pricing structure is perceived as less flexible. Reviewers say this aspect is crucial for companies looking to manage their budgets effectively.
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
37
9.0
10
Ease of Use
8.4
38
8.3
10
Ease of Setup
8.5
25
Not enough data
Ease of Admin
8.4
20
Not enough data
Quality of Support
8.6
33
7.7
10
Has the product been a good partner in doing business?
9.2
20
Not enough data
Product Direction (% positive)
9.0
36
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
8.2
19
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
8.6
32
8.0
9
8.6
32
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
19.0%
Computer Software
16.7%
Marketing and Advertising
4.8%
Internet
4.8%
Hospital & Health Care
4.8%
Other
50.0%
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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