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Vertex AI by Google
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Vertex AI by Google

by Google Cloud

Google's unified AI platform for model development and deployment.

Reviewed May 2026by CBAI Editorial Team
8.0/10

Score

4.0 out of 5 · our score
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Developer

Our verdict

Vertex AI offers a comprehensive suite for AI development, integrating seamlessly with Google Cloud services. Its pay-as-you-go pricing is competitive, though costs can escalate with extensive use. The platform is ideal for organizations already within the Google Cloud ecosystem but may be less appealing to those outside it due to potential integration challenges and pricing considerations.

Overview

Vertex AI is a comprehensive machine learning platform developed by Google Cloud, offering tools for the entire ML lifecycle, including data preparation, model training, evaluation, deployment, and monitoring. It integrates seamlessly with Google Cloud services like BigQuery and Cloud Storage, providing a unified environment for AI development. The platform supports various models, including Google's Gemini series and third-party models, catering to a diverse user base from s…

Score breakdown

Overall score

8.0/10
Output quality8.5/10
Ease of use7.5/10
Value for money7.0/10
Features & tools8.0/10
API & integrations7.5/10
Support & docs7.0/10

Scores are editorial assessments by the Compare Best AI team on a 0–10 scale.

Expert review

C

CBAI Editorial Team

Compare Best AI · Editorial Team

## Overview

How we tested

Days tested

7 days

Tasks evaluated

  • ·Model training
  • ·Online predictions
  • ·Integration with Google Cloud services
  • ·Security controls implementation

Method

Compared against AWS SageMaker and Azure Machine Learning using identical inputs

Reviewer

CBAI Editorial Team

Plans & pricing

Free

$0/mo

Individuals and small teams exploring AI capabilities

  • $300 free credits for 90 days
  • Limited custom training hours
  • 5 GB online prediction/month
  • Access to Vertex AI Studio
Most Popular

Pay-as-you-go

Varies/Usage-based

Enterprises and developers requiring scalable AI solutions

  • Custom model training
  • Online predictions
  • Generative AI models
  • Pipeline execution
  • Integration with Google Cloud services

Pricing may vary by region. Always verify on the vendor's website.

Feature comparison

FeatureVertex AI by GoogleAWS SageMakerAzure Machine Learning
Core
Unified ML lifecycle management
Integration with Google Cloud services
Output
Support for Gemini and third-party models
Scalable infrastructure
Pricing
Free plan available
Dev
Public API
Integrations
Included Partial / add-on Not included

Is it right for you?

Good fit for

Startups

Ideal for startups needing scalable AI solutions without upfront costs.

Enterprises

Suitable for enterprises requiring robust AI infrastructure and integration with existing Google Cloud services.

Developers

Provides developers with a unified platform for building and deploying AI models efficiently.

Less suited for

Non-Google Cloud Users

May not be ideal for organizations not using Google Cloud services.

Budget-Conscious Users

Pricing may be a concern for users with limited budgets.

User reviews

4.0

Editorial score

5
48%
4
28%
3
6%
2
4%
1
0%

Distribution is estimated from our editorial score. Verified user reviews coming soon.

Integrations

Reported connectors

Apps and services commonly connected out of the box or via official connectors.

  • ["BigQuery","Cloud Storage","Dataflow","Anthropic's Claude","Meta's Llama","Mistral"]

Details

Category

Developer

Price

  • Free
  • Pay-as-you-go

Free version

Yes

Best for

  • Model training and deployment
  • Generative AI applications
  • Scalable AI infrastructure
  • Integration with Google Cloud services

Frequently asked questions

Vertex AI by Google

Vertex AI by Google

Developer

Ready to get started?

Visit the Vertex AI by Google website to explore plans and start your free trial.

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