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Google Vertex AI Pricing Calculator Review

The Google Vertex AI Pricing Calculator is an integral part of the broader Google Cloud Pricing Calculator, designed to help users estimate the costs associated with deploying and managing AI and machine learning workloads on Google Cloud's Vertex AI platform, highlighting free-tier allowances for Vertex AI endpoints.

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Google Vertex AI Pricing Calculator — product screenshot

Why it matters

1Offers free-tier allowances for Vertex AI endpoints.
2Provides cost estimates for generative AI, custom model training, and specialized AI services.
3Supports currency adjustments for estimates, including United States Dollar (USD) and Great Britain Pound (GBP).
4Allows sharing of cost estimates via links or CSV file downloads.

Stork’s verdict on Google Vertex AI Pricing Calculator

This calculator provides detailed Vertex AI cost estimates, yet its accuracy hinges on navigating Google's complex service parameters.

Google Vertex AI Pricing Calculator reviewed by Stork AI · stork.ai/en/google-vertex-ai-pricing-calculator

Specs

API Available

Yes, public API

overview

What is Google Vertex AI Pricing Calculator?

Google Vertex AI Pricing Calculator is a cloud AI cost management tool developed by Google Cloud that enables users deploying and managing AI and machine learning workloads to estimate the costs associated with Google Cloud's Vertex AI platform. It highlights free-tier allowances for Vertex AI endpoints and supports various currency adjustments for financial planning.

features

Key Features of Google Vertex AI Pricing Calculator

The Google Vertex AI Pricing Calculator provides a suite of functionalities designed to assist users in understanding and managing their potential expenditures on the Vertex AI platform.

  • Highlights free-tier allowances for Vertex AI endpoints.
  • Allows adding and configuring Google Cloud products for cost estimates.
  • Enables sharing cost estimates with teams via links or CSV files.
  • Provides a quick tutorial on tool usage.
  • Creates cost estimates based on user-provided assumptions.
  • Supports viewing personalized billing account pricing (requires sign-in).
  • Displays FedRAMP compliance information.
  • Allows adjustment of currency for estimates (e.g., USD, GBP).
  • Displays detailed breakdowns of items added to the estimate.
  • Provides options to download estimates (.csv), duplicate, and share.

use cases

Who Should Use Google Vertex AI Pricing Calculator?

The Google Vertex AI Pricing Calculator is primarily intended for individuals and organizations engaged in AI and machine learning development and deployment on Google Cloud, facilitating strategic financial planning.

  • Budgeting and Financial Planning: Users can configure Vertex AI products, adjust usage parameters (e.g., model types, data volumes, compute resources), and receive instant feedback on estimated monthly costs for informed financial decisions.
  • Cost Optimization and Comparison: Enables comparison of different configurations and their impact on pricing, highlighting free-tier benefits and overage costs to find cost-effective setups for AI projects.
  • Collaboration: Facilitates team discussions on budget by allowing estimates to be shared via a link or downloaded as CSV files.
  • Digital Transformation Planning: Assists businesses at various stages of cloud adoption in planning and budgeting for digital transformation initiatives by clarifying potential cloud expenditures.

how to use

How to Use Google Vertex AI Pricing Calculator

The Google Vertex AI Pricing Calculator is accessed via the Google Cloud Pricing Calculator interface, allowing users to configure specific Vertex AI services and parameters to generate cost projections.

  • 1Navigate to the Google Cloud Pricing Calculator at https://cloud.google.com/products/calculator.
  • 2Select "Vertex AI" from the list of available Google Cloud products.
  • 3Add and configure specific Vertex AI services, such as generative AI models, custom training, or specialized AI services.
  • 4Adjust usage parameters, including model types, data volumes, compute resources, and inference requests.
  • 5Review the estimated monthly costs displayed, and optionally adjust currency or share the estimate.
  • 6Sign in to view personalized billing account pricing or download the estimate as a .csv file.

pricing

Google Vertex AI Pricing Calculator Pricing & Plans

The Google Vertex AI Pricing Calculator itself is a free-to-use tool for estimating costs. However, the underlying Vertex AI services it calculates are subject to a freemium model with usage-based pricing. A free tier is available, including $300 in Google Cloud credits for 90 days for new accounts and rate-limited access to some Gemini models (up to 1,000 requests/day). Paid services vary significantly by usage, model type, inference volume, training compute, and region. For instance, new Gemini models include Gemini 2.5 Flash-Lite at $0.10 per million input tokens and $0.40 per million output tokens, Gemini 2.5 Pro starting at $1.25 per million input tokens and $10.00 per million output tokens, and Gemini 3 Flash at $0.50/$3.00 per million tokens. Video generation models like Vertex AI Veo 3 cost $0.50 per second for video-only and $0.75 per second for video with audio, with Veo 3.1 Fast starting at $0.10 per second without audio. Billing for Vertex AI Agent Engine sessions and Memory Bank commenced on February 11, 2026, with a free tier of 50 vCPU-hours and 100 GB-hours of memory per month.

  • Free Tier: Free access to the calculator; includes $300 Google Cloud credits for 90 days for new accounts and rate-limited access to some Gemini models (up to 1,000 requests/day).
  • Paid Services: Varies by usage, model type, inference volume, training compute, and region.
  • Gemini 2.5 Flash-Lite: $0.10 per million input tokens, $0.40 per million output tokens.
  • Gemini 2.5 Pro: Starting at $1.25 per million input tokens, $10.00 per million output tokens.
  • Gemini 3 Flash: $0.50 per million input tokens, $3.00 per million output tokens.
  • Vertex AI Veo 3 (Video): $0.50 per second (video-only), $0.75 per second (video with audio).
  • Vertex AI Veo 3.1 Fast (Video): Starting at $0.10 per second (without audio).
  • Agent Engine Free Tier: 50 vCPU-hours and 100 GB-hours of memory per month.

Pros

  • +Provides detailed cost estimations for a wide range of Vertex AI services, including generative AI and custom model training.
  • +Highlights free-tier allowances and overage costs, aiding in cost optimization and financial planning.
  • +Facilitates budgeting and financial forecasting for AI/ML workloads on Google Cloud.
  • +Supports team collaboration through shareable cost estimates via links or CSV downloads.
  • +Allows currency adjustment (e.g., USD, GBP) for international users.
  • +Integrates seamlessly with the broader Google Cloud ecosystem for comprehensive project planning.

Cons

  • The underlying Vertex AI pricing structure can be complex and confusing, varying significantly by service, model type, and region.
  • Cost attribution can be challenging due to services triggering charges across multiple underlying components.
  • Perceived as expensive for small-scale prototyping compared to simpler, non-enterprise AI tools.
  • Usage-based pricing models require careful monitoring to avoid unexpected expenses.
  • Requires users to understand specific Vertex AI service parameters for accurate estimates.

Policies

Pricing Page

View Pricing

Similar Tools

Google Vertex AI Pricing Calculator vs Competitors

The Google Vertex AI Pricing Calculator operates within a competitive landscape of cloud pricing tools, offering specialized cost estimation for AI/ML workloads within the Google Cloud ecosystem.

1
AWS Pricing Calculator

It provides comprehensive cost estimations across over 150 AWS services, including AI/ML services like Amazon SageMaker, allowing for detailed configuration of each service.

Similar to Google Vertex AI Pricing Calculator, the AWS Pricing Calculator allows users to estimate costs for various AI/ML workloads by configuring specific parameters. It covers a broader range of general cloud services in addition to AI, whereas Vertex AI's calculator is focused solely on its AI platform.

2
Azure Pricing Calculator

This calculator enables users to estimate costs for a wide array of Azure services, including specific Azure AI offerings like Azure AI Search and Azure OpenAI Service, with options for different pricing models.

The Azure Pricing Calculator functions similarly to Google Vertex AI's tool by providing cost estimates for AI services. It integrates with the broader Azure ecosystem, offering estimates for both general cloud infrastructure and specialized AI services, much like how Vertex AI is part of Google Cloud.

3
IBM watsonx Models - LLM Cost Calculator (Bifrost by Maxim AI)

This specialized calculator focuses specifically on estimating costs for various IBM watsonx Large Language Models (LLMs), allowing for direct comparison of pricing, context windows, and capabilities.

This calculator is more narrowly focused on LLM pricing within the IBM watsonx ecosystem, offering a direct comparison point for generative AI model costs, similar to how a user might estimate costs for specific models within Vertex AI. It provides detailed breakdowns for different watsonx models, which is a more granular approach than a general cloud calculator.

4

It allows users to estimate costs for Databricks' unified data and AI platform, considering various workload types, instance configurations, and pricing tiers across different cloud providers.

The Databricks Pricing Calculator helps estimate costs for a platform that unifies data engineering, data warehousing, and AI/ML workloads. While Vertex AI focuses purely on AI/ML, Databricks' calculator provides estimates for a broader data-to-AI lifecycle, including the underlying compute infrastructure costs which are often separate in other cloud calculators.

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