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  3. Vertex AI
Logo of Vertex AI

Vertex AI

byGoogle
in
4.4
Market Presence: Data Science and Machine Learning Platforms (Transitioning to AI Platforms For Data Science and Machine Learning), AI Application Development Platforms

Overview

Product Information on Vertex AI

Updated 13th October 2025

What is Vertex AI?

Vertex AI is a software developed by Google that facilitates the building, deployment, and management of machine learning models in cloud environments. The software integrates tools for data labeling, model training, hyperparameter tuning, and model evaluation, supporting both custom and pre-trained models. It allows users to operationalize models with monitoring and automated deployment features, while providing scalability across various data types and use cases. Vertex AI addresses business challenges related to implementing machine learning solutions by offering a unified platform to streamline workflows, reduce maintenance complexities, and enable version control and collaboration among teams.

Vertex AI Pricing

Vertex AI software uses a pay-as-you-go pricing model where charges are based on the usage of machine learning resources such as training, prediction, and storage. Pricing varies depending on components selected, including support for custom models and pre-trained models as well as hardware options. Separate rates apply for different products and usage tiers within the software, with billing calculated according to actual consumption.

Overall experience with Vertex AI

Content Communications Specialist
Gov't/PS/ED <5,000 Employees, Education
FAVORABLE

“Strong visual analysis and automation, but technical skills required”

5.0
May 21, 2026
This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions.
Manager
Gov't/PS/ED <5,000 Employees, Education
CRITICAL

“Helpful AI features and strong security demand steep learning curve”

3.0
Jun 16, 2026
This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions. This text serves as a placeholder and does not reflect the user’s review responses or opinions.

About Company

Company Description

Updated 25th July 2024

Googlers is a company that creates products intended to create opportunities for an extensive audience, regardless of their location across the globe. The company values diverse perspectives, imaginations and non-conformity to predefined norms and impossibilities. The goal is to build products while incorporating uniqueness of each individual involved in this process, aiming to make their products accessible and useful to all.

Company Details

Updated 11th November 2024
Company type
Public
Year Founded
1998
Head office location
Mountain View, CA, United States
Annual Revenue
30B+ USD
Website
www.google.com

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Key Insights

A Snapshot of What Matters - Based on Validated User Reviews

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Peer Discussions

Vertex AI Reviews and Ratings

4.4

(283 Ratings)

Rating Distribution

5 Star
47%
4 Star
49%
3 Star
4%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?
  • Content Communications Specialist
    Gov't/PS/Ed
    Education
    Review Source

    Strong visual analysis and automation, but technical skills required

    5.0
    May 21, 2026
    Google Cloud Vertex AI is a very strong and latest AI platform that has top notch specialization in video and image analysis. The computer vision side of things is solid too. It can easily analyze and detect things in videos or visuals that normally need a whole team to detect after vieweing whole visuals manually. Vertex AI video analysis capabilities are also top notch, you just need to upload the video and then Vertex AI will break it down for you and provide a detailed transcript of the video without doing anything manual. What really ties everything together in Vertex AI and makes everything very simple and strong for users? It would be natural language processing, because when Vertex AI analyzes visuals, then the user can use simple language or tone to ask questions and the AI platform quickly understands the meaning of your question and responds accordingly. For enterprise-level visual intelligence projects, Vertex AI is a very strong and compatible AI platform without any major problems.
  • Content Communications Specialist
    Gov't/PS/Ed
    Education
    Review Source

    Strong visual analysis and automation, but technical skills required

    5.0
    May 21, 2026
    Google Cloud Vertex AI is a very strong and latest AI platform that has top notch specialization in video and image analysis. The computer vision side of things is solid too. It can easily analyze and detect things in videos or visuals that normally need a whole team to detect after vieweing whole visuals manually. Vertex AI video analysis capabilities are also top notch, you just need to upload the video and then Vertex AI will break it down for you and provide a detailed transcript of the video without doing anything manual. What really ties everything together in Vertex AI and makes everything very simple and strong for users? It would be natural language processing, because when Vertex AI analyzes visuals, then the user can use simple language or tone to ask questions and the AI platform quickly understands the meaning of your question and responds accordingly. For enterprise-level visual intelligence projects, Vertex AI is a very strong and compatible AI platform without any major problems.
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User Sentiment About Vertex AI
Reviewer Insights for: Vertex AI
Deciding Factors: Vertex AI Vs. Market Average
Performance of Vertex AI Across Market Features

Vertex AI Likes & Dislikes

Like

One of the biggest advantages of the Vertex AI platform is that it provides everything in one place without needing multiple platforms during the project like training models, uploading data, test results and implementation of AI applications. Another strong point of Vertex AI is that it has very powerful tools to analyze videos and images without much difficulty. It has a very high accuracy to find activities, text, faces, products and objects in any image or video. Another advantage of Vertex AI is its platform Automation modules which save businesses a lot of time. With just a few commands, Vertex AI automates many tasks like scaling, labelling of the data, deployment and model training. Another positive point of Vertex AI is that it is suitable for any type of business. It does not matter if the business is a new start-up or an established business, Vertex AI can easily handle different types of workload according to the scale of the business.

Like

One of the biggest advantages of the Vertex AI platform is that it provides everything in one place without needing multiple platforms during the project like training models, uploading data, test results and implementation of AI applications. Another strong point of Vertex AI is that it has very powerful tools to analyze videos and images without much difficulty. It has a very high accuracy to find activities, text, faces, products and objects in any image or video. Another advantage of Vertex AI is its platform Automation modules which save businesses a lot of time. With just a few commands, Vertex AI automates many tasks like scaling, labelling of the data, deployment and model training. Another positive point of Vertex AI is that it is suitable for any type of business. It does not matter if the business is a new start-up or an established business, Vertex AI can easily handle different types of workload according to the scale of the business.

Like

One of the biggest advantages of the Vertex AI platform is that it provides everything in one place without needing multiple platforms during the project like training models, uploading data, test results and implementation of AI applications. Another strong point of Vertex AI is that it has very powerful tools to analyze videos and images without much difficulty. It has a very high accuracy to find activities, text, faces, products and objects in any image or video. Another advantage of Vertex AI is its platform Automation modules which save businesses a lot of time. With just a few commands, Vertex AI automates many tasks like scaling, labelling of the data, deployment and model training. Another positive point of Vertex AI is that it is suitable for any type of business. It does not matter if the business is a new start-up or an established business, Vertex AI can easily handle different types of workload according to the scale of the business.

Dislike

1. it requires a lot of learning and adaptation upon first time use 2. The configuration is a bit rigid 3. in order for one to use it to it's full potential, there is need for some technical expertise

Dislike

1. it requires a lot of learning and adaptation upon first time use 2. The configuration is a bit rigid 3. in order for one to use it to it's full potential, there is need for some technical expertise

Dislike

1. it requires a lot of learning and adaptation upon first time use 2. The configuration is a bit rigid 3. in order for one to use it to it's full potential, there is need for some technical expertise