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google-gemini

Google Gemini

gemini.google.com

## 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.

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