AWS SageMaker Studio Notebooks are feature-rich and yet present a number of difficulties when getting started and when trying to understand pricing. Here we take a look at the favorable and unfavorable comparisons with Gradient Notebooks from Paperspace.
Google AI Platform Notebooks are enterprise-grade notebooks best suited for those with compliance concerns who need to ingest data from GCP sources like BigQuery. Gradient is more like Google's other notebook product Colab but with advanced features.
In general, Azure notebooks are best for those who'd like to take advantage of starter credits from Microsoft or for those who are already entrenched in the Azure computing ecosystem while Gradient is best for running Free CPU and GPU instances without a lot of startup time or hassle.
