Vertex AI: Features, Pricing & Alternatives

TL;DR

Vertex AI at a glance

Platform for building and optimizing machine learning agents. Key strengths include comprehensive agent development tools, scalability options, governance capabilities. Security: Published posture.

Overview

What is Vertex AI?

Gemini Enterprise Agent Platform, formerly known as Vertex AI, is a machine learning engine service offered by Google's Cloud Platform. It provides developers with tools to build, scale, govern, and optimize agents. This platform is designed to support various machine learning applications, making it suitable for a range of development needs.

Audience

Who should use Vertex AI?

Building machine learning models
Scaling AI applications
Optimizing agent performance
Governance of AI systems

Capabilities

Key features

Comprehensive agent development tools
Scalability options
Governance capabilities
Optimization features

Trust

Security assessment

Security: Published posture

Published posture scored 12/20 or above. We check HTTPS, a reachable privacy policy, and stated compliance commitments. We do not perform security testing.

Last assessed: 17 August 2026

Methodology

How this score was built

Each scored criterion links to the published page it was derived from. Unscored criteria are marked, not guessed. This listing has not been hands-on tested.

Security & Data Privacy
The presence of a privacy policy indicates a commitment to data privacy.
Source: cloud.google.com
8/10
Functionality & Features
The homepage discusses AI and Cloud Computing Services, indicating functionality.
Source: cloud.google.com
7/10
Ease of Use
Requires hands-on use of the product.
Not assessed
Pricing & Value
The pricing overview page provides information on pricing options.
Source: cloud.google.com
6/10
Reliability & Performance
Requires hands-on use of the product.
Not assessed
Integration Capabilities
No citable published evidence in this pass.
Not assessed
Customer Support
The support page is present and indicates customer care options.
Source: cloud.google.com
7/10
Company Stability
No citable published evidence in this pass.
Not assessed
Update Frequency
No citable published evidence in this pass.
Not assessed
Startup-Friendliness
No citable published evidence in this pass.
Not assessed

FAQ

Frequently asked questions

What is Vertex AI and what does it do?

Platform for building and optimizing machine learning agents. Key capabilities: Comprehensive agent development tools; Scalability options; Governance capabilities. Commonly used for Building machine learning models, Scaling AI applications, Optimizing agent performance.

What does Vertex AI cost in India?

Vertex AI is a paid tool.

Is Vertex AI safe for startups?

Vertex AI has a published security posture scoring 12/20 or above (HTTPS, a reachable privacy policy, and/or stated compliance commitments). We do not perform security testing.