Google Cloud → AWS and Azure
AWS and Azure equivalents of Gemini Enterprise Agent Platform (formerly Vertex AI)
The closest AWS equivalent of Google Cloud Gemini Enterprise Agent Platform (formerly Vertex AI) is Amazon SageMaker AI; on Azure, Azure Machine Learning.
About Gemini Enterprise Agent Platform (formerly Vertex AI)
| Provider | Google Cloud |
|---|---|
| Status | Generally available Vertex AI was renamed Gemini Enterprise Agent Platform on Apr 22, 2026. The Python SDK and many API names still say "Vertex AI". |
| What it is | Google Cloud's unified platform for generative AI models, agents, and classic ML (training, inference, pipelines, feature store, model registry). |
| Documentation | docs.cloud.google.com |
| Pricing | Official pricing page |
Mappings (1)
| Capability | AWS | Match (GCP vs AWS) | Azure |
|---|---|---|---|
| End-to-end ML platform | Amazon SageMaker AI | Direct match | Azure Machine Learning |
End-to-end ML platform Direct match
SageMaker AI maps to Gemini Enterprise Agent Platform (formerly Vertex AI), which covers training, inference, pipelines, feature store, registry, and notebooks.
- Generative AI and classic ML live on one platform on Google Cloud; AWS splits them between Bedrock and SageMaker AI.
- Docs and the console use the new name, while the SDK is still google-cloud-aiplatform (vertexai module).