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Google Vertex AI vs Lambda Stack comparison

 

Comparison Buyer's Guide

Executive Summary

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

Google Vertex AI
Average Rating
8.2
Reviews Sentiment
6.4
Number of Reviews
14
Ranking in other categories
AI Development Platforms (2nd), AI-Agent Builders (4th)
Lambda Stack
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AI Infrastructure (4th)
 

Mindshare comparison

While both are Artificial Intelligence (AI) solutions, they serve different purposes. Google Vertex AI is designed for AI Development Platforms and holds a mindshare of 9.0%, down 17.9% compared to last year.
Lambda Stack, on the other hand, focuses on AI Infrastructure, holds 6.9% mindshare, down 14.5% since last year.
AI Development Platforms Market Share Distribution
ProductMarket Share (%)
Google Vertex AI9.0%
Hugging Face9.3%
Azure OpenAI7.6%
Other74.1%
AI Development Platforms
AI Infrastructure Market Share Distribution
ProductMarket Share (%)
Lambda Stack6.9%
NVIDIA DGX Cloud17.0%
Amazon Bedrock16.0%
Other60.1%
AI Infrastructure
 

Featured Reviews

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
Computer Software Company
13%
Financial Services Firm
9%
Manufacturing Company
8%
Educational Organization
7%
Computer Software Company
25%
University
21%
Government
12%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise3
Large Enterprise7
No data available
 

Questions from the Community

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?
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?
We used AutoML feature for developing AI models automatically, but we are not comfortable with the performance of those models. We have to do some fine-tuning, hyperparameter optimization, and othe...
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Overview

Find out what your peers are saying about Microsoft, Google, Hugging Face and others in AI Development Platforms. Updated: November 2025.
879,259 professionals have used our research since 2012.