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  1. Home
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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

TECH SPECIALIST
3B - 10B USD, Banking
FAVORABLE

“Users Appreciate Vertex AI Integration Yet Note Challenges With Certain Features”

4.0
Sep 1, 2025
The overall user experience with Vertex AI is generally good since our cloud services are provided by google too. The main positive aspect is 1) the integration with google cloud 2) LLM models selections 3) agent engine for agents deployment, but the main challenges are 1)some of the features are not GA yet 2) poor documentations 3) security concerns
There are no reviews in this category.
CRITICAL

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

Reviewer Insights for: Vertex AI

Vertex AI Likes & Dislikes

Like

this platform unifies various AI/ML services, integrates with google's cloud services.

Like

Efficient, effective, plug and play.

Like

ease of use and trust on Google.

Dislike

some of the features like agent engine, vtertex ai studio have security setting concerns.

Dislike

Capability is great, and it's easy to get started. But the learning curve with the more advanced features quickly becomes big.

Dislike

Generating Hinglish ( hindi and english) its not following standards language

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Peer Discussions

Vertex AI Reviews and Ratings

Showing data for 15 ratings and reviews for Cloud AI Developer Services market. View all 250 ratings and reviews across markets for a complete picture.

4.4

(15 Ratings)

Rating Distribution

5 Star
53%
4 Star
47%
3 Star
0%
2 Star
0%
1 Star
0%
Why ratings and reviews count differ?

Customer Experience

Evaluation & Contracting

4.6

Integration & Deployment

4.4

Service & Support

4.4

Product Capabilities

4.4

Filter Reviews
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  • TECH SPECIALIST
    1B-10B USD
    Banking
    Review Source

    Users Appreciate Vertex AI Integration Yet Note Challenges With Certain Features

    4.0
    Sep 1, 2025
    The overall user experience with Vertex AI is generally good since our cloud services are provided by google too. The main positive aspect is 1) the integration with google cloud 2) LLM models selections 3) agent engine for agents deployment, but the main challenges are 1)some of the features are not GA yet 2) poor documentations 3) security concerns
  • SYSTEM CONSULTANT
    50M-1B USD
    IT Services
    Review Source

    Exploring Vertex: Ease Meets Efficiency in a Single Platform

    4.0
    Feb 12, 2025
    Vertex is taking dialogflow functionality to the next level. Same core mechanics and features as Dialogflow CX but with more customizability and flexibility to integrate with contact center systems and collaborate with big vendors in the space for smooth integration across various different platforms. The ease of use and plug and play style of this platform brings the most value to me as a technical implementator of the service. It's efficient and effective.
  • ENGINEERING MANAGER
    <50M USD
    Miscellaneous
    Review Source

    vertex ai usage

    4.0
    Feb 16, 2025
    its good we have used speech to text and text to speech from vertex Ai.
  • ENGINEERING MANAGER
    50M-1B USD
    IT Services
    Review Source

    Unlocking AI Development: A Closer Look at Vertex AI

    5.0
    Apr 24, 2024
    Vertex AI is a powerful tool that helps us accelerate AI development and deployment processes
  • SENIOR HR RECRUITER
    <50M USD
    Services (non-Government)
    Review Source

    ML and AI simplified

    5.0
    Apr 5, 2024
    Vertex AI offers an exceptional experience to all Google Cloud users with ease for its Cloud-based solution for ML-based deployments with ease.
Showing Result 1-5 of 21

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Gartner Peer Insights content consists of the opinions of individual end users based on their own experiences, and should not be construed as statements of fact, nor do they represent the views of Gartner or its affiliates. Gartner does not endorse any vendor, product or service depicted in this content nor makes any warranties, expressed or implied, with respect to this content, about its accuracy or completeness, including any warranties of merchantability or fitness for a particular purpose.

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