Vertex AI
An AI development platform under Google Cloud, now named Gemini Platform on its official website, provides model invocation, training fine-tuning and agent deployment capabilities, targeting technical teams that need to integrate AI into production systems.
Updated: 2026-10-26
What is Vertex AI?
Vertex AI is Google Cloud's AI development platform, and the title of the current page on its official website has been labeled as Gemini Platform. Officially, it is positioned as a full-stack foundation that enables technical teams to transform enterprise applications and workflows into agent systems. The page also retains access points to multiple product lines such as model invocation, training and tuning, deployment, and operation and maintenance governance. The official website states that new customers can get free trial quotas and provides a price calculator for estimation.
Who is it for?
- Backend teams already using Google Cloud who want to integrate model invocation into their existing systems
- Algorithm engineers who need to build their own model training and fine-tuning pipelines
- Platform teams that need to centrally register, manage and govern multiple business agents
- Data teams that perform batch processing tasks such as data extraction, summarization, and classification
Key features
8Build with Gemini models
Call Gemini series models to develop generative applications.
200+ Google and third-party AI models and tools
The official website states that over 200 Google and third-party models and tools are available on the platform.
Train custom Models
Train, test and fine-tune machine learning models on a unified platform.
Deploy a model for production use
Deploy the trained model to the production environment.
Extract, summarize, and classify data
Extract, summarize and classify data.
MLOps for predictive and generative AI
The official website lists the operation and maintenance capabilities for predictive and generative AI.
Agent-powered development and workflows
The official stated that it provides a unified application through Google Antigravity to schedule and orchestrate agents.
Pricing calculator
The official website provides a pricing calculator for cost estimation.
How to use Vertex AI
- 1The official website states that new customers get free credits; first complete a full call chain before evaluating long-term costs.
- 2Platform features and naming are constantly being adjusted; if there are discrepancies between the documentation and the console names, the actual content on the console shall prevail.
- 3Before deploying to production, use the pricing calculator to estimate peak call volume to avoid unexpected cost overruns after launch
- 4When dealing with enterprise data, first confirm the compliance requirements of the models used and the data residency regions
- 5The availability of third-party models varies by region; confirm whether the target region supports them before cross-region deployment.
Traffic & popularity
Data month Sep 2026
Vertex AI receives about 37.3M visits per month and ranks #730 worldwide.
Monthly visits
12 monthsTraffic sources
- Direct36.9%
- Search28.5%
- Referrals19.8%
- Display ads5.0%
- Social4.6%
- Other5.2%
Top countries
- United States19.9%
- India10.1%
- Brazil5.4%
- Japan3.7%
- South Korea3.5%
Estimated from third-party traffic data.
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