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.
AI Studio provides a simple web interface with API key authentication. Vertex AI provides regional endpoints with IAM service accounts.
AI Studio has rate limits suitable for development. Vertex AI offers Provisioned Throughput for guaranteed capacity.
AI Studio data is processed globally. Vertex AI supports regional data residency.
AI Studio lacks VPC-SC, CMEK, data residency, and compliance certifications that Vertex AI provides.
In conclusion, AI Studio is ideal for experimentation while Vertex AI is required for production-grade enterprise deployments.
Last verified: 2/6/2026
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