AI & Machine Learning · Generative AI / foundation model APIs
Amazon Bedrock vs Microsoft Foundry (Azure AI Foundry) vs Vertex AI (Model Garden & Gemini API)
Generative AI / foundation model APIs, side by side on AWS, Azure and Google Cloud. They're a near 1:1 match, so a migration is mostly configuration.
AI & Machine Learning
Generative AI / foundation model APIs
Exact match
AWS
Amazon Bedrock
Azure
Microsoft Foundry (Azure AI Foundry)
Azure OpenAI in Foundry Models
Google Cloud
Vertex AI (Model Garden & Gemini API)
What's different
Model catalogues differ: Anthropic Claude is on all three; OpenAI GPT models are first-party on Azure; Gemini is on Google. Check regional availability per model.
Quick answers
What is the Azure equivalent of Amazon Bedrock?
The Azure equivalent of Amazon Bedrock is Microsoft Foundry (Azure AI Foundry) and Azure OpenAI in Foundry Models. They're a near 1:1 match, so a migration is mostly configuration.
What is the Google Cloud equivalent of Amazon Bedrock?
The Google Cloud equivalent of Amazon Bedrock is Vertex AI (Model Garden & Gemini API). They're a near 1:1 match, so a migration is mostly configuration.
What is the AWS equivalent of Microsoft Foundry?
The AWS equivalent of Microsoft Foundry is Amazon Bedrock. They're a near 1:1 match, so a migration is mostly configuration.
What is the Google Cloud equivalent of Microsoft Foundry?
The Google Cloud equivalent of Microsoft Foundry is Vertex AI (Model Garden & Gemini API). They're a near 1:1 match, so a migration is mostly configuration.
What is the AWS equivalent of Vertex AI?
The AWS equivalent of Vertex AI is Amazon Bedrock. They're a near 1:1 match, so a migration is mostly configuration.
What is the Azure equivalent of Vertex AI?
The Azure equivalent of Vertex AI is Microsoft Foundry (Azure AI Foundry) and Azure OpenAI in Foundry Models. They're a near 1:1 match, so a migration is mostly configuration.