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Compare Amazon SageMaker and Gurobi Optimizer 
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At a Glance
Market Segments
Small-Business (33.3% of reviews)
Enterprise (55.0% 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 SageMakerGurobi Optimizer
Star Rating
(20)4.7 out of 5
Market Segments
Enterprise (55.0% of reviews)
Pros & Cons
Not enough data
Entry-Level Pricing
No pricing available
Learn more about Gurobi OptimizerSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- Users report that Amazon SageMaker excels in its managed service capabilities, with a score of 9.5 for deployment, making it easier for small businesses to implement machine learning solutions without extensive infrastructure management.
- Reviewers mention that Gurobi Optimizer shines in its performance for optimization problems, particularly in large-scale applications, achieving a high score of 9.6 in computer vision tasks, which is crucial for enterprises needing robust solutions.
- G2 users highlight that Amazon SageMaker's ease of use is rated at 8.4, but reviewers note that Gurobi Optimizer significantly outperforms it with a score of 9.3, indicating a more user-friendly interface for complex optimization tasks.
- Users on G2 report that while both products offer strong scalability, Gurobi Optimizer has a slight edge with a scalability score of 9.7, which is particularly beneficial for enterprises dealing with large datasets and requiring high availability.
- Reviewers mention that Amazon SageMaker's AI model training scalability is rated at 8.9, but Gurobi Optimizer's focus on optimization algorithms provides superior performance in specific use cases, making it a preferred choice for users needing advanced mathematical modeling.
- Users say that the quality of support for Gurobi Optimizer is rated at 9.2, which reviewers appreciate for its responsiveness and expertise, while Amazon SageMaker's support, rated at 8.7, is seen as adequate but not as robust in comparison.
Pricing
Entry-Level Pricing
Amazon SageMaker
No pricing availableGurobi Optimizer
No pricing availableFree Trial
Amazon SageMaker
No trial information availableGurobi Optimizer
Free Trial is available
Ratings
Meets Requirements
8.6
37
8.9
14
Ease of Use
8.4
38
9.3
14
Ease of Setup
8.5
25
Not enough data
Ease of Admin
8.4
20
Not enough data
Quality of Support
8.6
33
9.2
10
Has the product been a good partner in doing business?
9.2
20
Not enough data
Product Direction (% positive)
9.0
36
7.3
13
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
Not enough data
Model Development
8.7
29
Not enough data
8.2
28
Not enough data
8.3
33
Not enough data
8.9
33
Not enough data
Model Development
8.4
19
Not enough data
Machine/Deep Learning Services
8.9
26
Not enough data
9.1
28
Not enough data
8.9
25
Not enough data
9.0
28
Not enough data
Machine/Deep Learning Services
9.2
17
Not enough data
9.2
18
Not enough data
Deployment
8.6
32
Not enough data
8.6
32
Not enough data
9.0
31
Not enough data
Generative AI
8.6
6
Not enough data
9.2
6
Not enough data
8.3
5
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
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 Gurobi Optimizer are categorized as MLOps Platforms and Data Science and Machine Learning Platforms
Unique Categories
Amazon SageMaker is categorized as Generative AI Infrastructure and Low-Code Machine Learning Platforms
Gurobi Optimizer has no unique categories
Reviews
Reviewers' Company Size
Amazon SageMaker
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Gurobi Optimizer
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%
Retail
10.0%
Research
10.0%
Logistics and Supply Chain
10.0%
Information Technology and Services
10.0%
Higher Education
10.0%
Other
50.0%
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
"How can I solve non-linear optimization with Gurobi Optimizer?"
2 Comments
Official Response from Gurobi Optimizer
These were some great insights at the time about handling non-linear problems in Gurobi. To add to this, recent versions of Gurobi have shown significant...Read more
Gurobi Optimizer has no more discussions with answers
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