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AWS Machine Learning vs Google Vertex AI comparison

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

AWS Machine Learning
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AI Infrastructure (6th)
Google Vertex AI
Average Rating
8.2
Reviews Sentiment
6.3
Number of Reviews
15
Ranking in other categories
AI Development Platforms (1st), AI-Agent Builders (4th)
 

Mindshare comparison

While both are Artificial Intelligence (AI) solutions, they serve different purposes. AWS Machine Learning is designed for AI Infrastructure and holds a mindshare of 5.2%, down 12.1% compared to last year.
Google Vertex AI, on the other hand, focuses on AI Development Platforms, holds 8.4% mindshare, down 14.9% since last year.
AI Infrastructure Mindshare Distribution
ProductMindshare (%)
AWS Machine Learning5.2%
Amazon Bedrock15.1%
NVIDIA DGX Cloud13.5%
Other66.2%
AI Infrastructure
AI Development Platforms Mindshare Distribution
ProductMindshare (%)
Google Vertex AI8.4%
Hugging Face6.9%
Azure OpenAI6.5%
Other78.2%
AI Development Platforms
 

Featured Reviews

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Hamada Farag - PeerSpot reviewer
Technology Consultant at Beta Information Technology
Customization and integration empower diverse AI applications
We are familiar with most Google Cloud services, particularly infrastructure services, storage, compute, AI tools, containerization, GCP containerization, and cloud SQL. We are familiar with approximately eighty percent of Google's services, primarily related to infrastructure, AI, containers, backup, storage, and compute. We are familiar with Gemini AI and Google Vertex AI, and we have completed some exercises and cases with our customers for Google AI. We use automation in machine learning. I work with a team where everyone has specific responsibilities. We have design and development processes in place. Based on my experience, I would rate Google Vertex AI a 9 out of 10.
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Top Industries

By visitors reading reviews
No data available
Computer Software Company
11%
Financial Services Firm
10%
Manufacturing Company
9%
Educational Organization
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise4
Large Enterprise7
 

Questions from the Community

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What is your experience regarding pricing and costs for Google Vertex AI?
I purchased Google Vertex AI directly from Google, as we are a partner of Google. I would rate the pricing for Google Vertex AI as low; the price is affordable.
What needs improvement with Google Vertex AI?
Google Vertex AI is quite complex to navigate and to start services with, as I need to do a lot of iterations to finally activate the services, which is one major flaw, although it is powerful. To ...
What is your primary use case for Google Vertex AI?
Google Vertex AI has been utilized for Vertex Pipelines. I have not utilized the pre-trained APIs in Google Vertex AI, as our deployment is primarily on AWS, and we use API calls.
 

Overview