Try our new research platform with insights from 80,000+ expert users

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 (3rd)
Google Vertex AI
Average Rating
8.4
Reviews Sentiment
6.7
Number of Reviews
12
Ranking in other categories
AI Development Platforms (2nd), AI-Agent Builders (3rd)
 

Mindshare comparison

While both are Business Intelligence solutions, they serve different purposes. AWS Machine Learning is designed for AI Infrastructure and holds a mindshare of 6.4%, down 23.8% compared to last year.
Google Vertex AI, on the other hand, focuses on AI Development Platforms, holds 10.3% mindshare, down 19.5% since last year.
AI Infrastructure Market Share Distribution
ProductMarket Share (%)
AWS Machine Learning6.4%
NVIDIA DGX Cloud18.6%
Amazon Bedrock14.8%
Other60.2%
AI Infrastructure
AI Development Platforms Market Share Distribution
ProductMarket Share (%)
Google Vertex AI10.3%
Hugging Face11.4%
Azure OpenAI9.4%
Other68.9%
AI Development Platforms
 

Featured Reviews

Use AWS Machine Learning?
Share your opinion
Hamada Farag - PeerSpot reviewer
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.
report
Use our free recommendation engine to learn which AI Infrastructure solutions are best for your needs.
868,787 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Educational Organization
19%
Computer Software Company
15%
Manufacturing Company
10%
University
7%
Computer Software Company
14%
Financial Services Firm
10%
Manufacturing Company
9%
Educational Organization
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise3
Large Enterprise6
 

Questions from the Community

Ask a question
Earn 20 points
What do you like most about Google Vertex AI?
We extensively utilize Google Cloud's Vertex AI platform for our machine learning workflows. Specifically, we leverage the IO branch for EDA data in Suresh Live Virtual, employing Forte IT for trai...
What is your experience regarding pricing and costs for Google Vertex AI?
They have different pricing models like pay-as-you-go or subscription model, and total cost of ownership. It is comparatively cheaper than Azure.
What needs improvement with Google Vertex AI?
Google Vertex AI is one of the best in the market, followed by Azure AI. It can be rated at eight or nine out of ten. It is not completely mature and needs some features and functions. The interfac...
 

Overview