· Model provider/ Head to head

Amazon Bedrock vs Google Vertex AI

Both are commercial model provider options with comparable terms, so the choice comes down to which model of the problem you prefer — compare the descriptions below rather than the licence.

Amazon Bedrock

Frontier models inside your AWS account, with IAM and VPC boundaries.

Proprietary · usage based · hosted service only · SDKs for TypeScript and Python

Use when procurement needs the model call to stay inside your cloud account.

Google Vertex AI

Claude and Gemini under GCP billing, IAM and regional controls.

Proprietary · usage based · hosted service only · SDKs for TypeScript and Python

· Side by side/ 1 of 6 differ
Amazon BedrockGoogle Vertex AI
LicenceProprietaryProprietary
Pricingusage basedusage based
Self-hostableNoNo
LanguagesTypeScript, PythonTypeScript, Python
Install
Keys requiredAWS_REGION, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEYGOOGLE_CLOUD_PROJECT, GOOGLE_APPLICATION_CREDENTIALS
· Common questions/ FAQ

What is the difference between Amazon Bedrock and Google Vertex AI?

Both are commercial model provider options with comparable terms, so the choice comes down to which model of the problem you prefer — compare the descriptions below rather than the licence. Amazon Bedrock: Frontier models inside your AWS account, with IAM and VPC boundaries. Google Vertex AI: Claude and Gemini under GCP billing, IAM and regional controls.

Can Amazon Bedrock and Google Vertex AI be self-hosted?

Amazon Bedrock is a hosted service only. Google Vertex AI is a hosted service only.

Are Amazon Bedrock and Google Vertex AI open source?

Amazon Bedrock is proprietary (usage based). Google Vertex AI is proprietary (usage based).

Build a stack with Amazon BedrockAll model provider options
· For agents/ This page, machine-readable

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