AI & Machine Learning · Managed notebooks

Amazon SageMaker Studio vs Azure Machine Learning notebooks vs Colab Enterprise

Managed notebooks, side by side on AWS, Azure and Google Cloud. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.

AI & Machine Learning

Managed notebooks

Close match

AWS

Amazon SageMaker Studio

Azure

Azure Machine Learning notebooks

Google Cloud

Colab Enterprise
Vertex AI Workbench

What's different

Managed Jupyter environments attached to each cloud's ML platform.

Quick answers

What is the Azure equivalent of Amazon SageMaker Studio?
The Azure equivalent of Amazon SageMaker Studio is Azure Machine Learning notebooks. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Google Cloud equivalent of Amazon SageMaker Studio?
The Google Cloud equivalent of Amazon SageMaker Studio is Colab Enterprise and Vertex AI Workbench. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the AWS equivalent of Azure Machine Learning notebooks?
The AWS equivalent of Azure Machine Learning notebooks is Amazon SageMaker Studio. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Google Cloud equivalent of Azure Machine Learning notebooks?
The Google Cloud equivalent of Azure Machine Learning notebooks is Colab Enterprise and Vertex AI Workbench. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the AWS equivalent of Colab Enterprise?
The AWS equivalent of Colab Enterprise is Amazon SageMaker Studio. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.
What is the Azure equivalent of Colab Enterprise?
The Azure equivalent of Colab Enterprise is Azure Machine Learning notebooks. They do the same job, but differ in features, limits or pricing, so check the notes below before migrating.