GCP Vertex AI Cost Calculator

Estimate training and prediction costs for Google Cloud Vertex AI.

Training Configuration

Prediction Configuration

Estimated Monthly Cost --
Estimated Annual Cost --

What is Vertex AI?

Google Cloud Vertex AI is a fully managed machine learning platform that enables training, deployment, and monitoring of ML models at scale.

Vertex AI Pricing Explained

  • Training billed per machine-hour
  • Prediction billed per node-hour
  • Separate pricing for online and batch prediction

Why Use a Vertex AI Cost Calculator?

  • Estimate ML workload costs
  • Plan training budgets
  • Compare cloud ML platforms

Frequently Asked Questions

Is Vertex AI expensive?

Costs depend on training duration and prediction scale. Efficient resource usage significantly reduces expenses.

Is this calculator suitable for production ML systems?

This calculator is ideal for planning and estimation. Production costs may vary based on autoscaling and traffic.

Does Vertex AI charge when idle?

Training stops when jobs complete, but online prediction endpoints incur cost while running.

Can I compare Vertex AI with SageMaker?

This calculator focuses on Vertex AI, but it helps approximate costs compared to AWS SageMaker.