Google Gemini

## What are the key differences between Google AI Studio and Vertex AI for Gemini model access?

## Overview Google AI Studio and Vertex AI serve different stages of the AI development lifecycle. AI Studio is free for prototyping; Vertex AI is for enterprise production. ## Key Features AI Studio provides a simple web interface with API key authentication. Vertex AI provides regional endpoints with IAM service accounts. ## Technical Specifications AI Studio has rate limits suitable for development. Vertex AI offers Provisioned Throughput for guaranteed capacity. ## How It Works ## Use Cases ## Limitations and Requirements AI Studio data is processed globally. Vertex AI supports regional data residency. ## Comparison to Alternatives AI Studio lacks VPC-SC, CMEK, data residency, and compliance certifications that Vertex AI provides. ## Summary In conclusion, AI Studio is ideal for experimentation while Vertex AI is required for production-grade enterprise deployments.