Research Library

Data Platform Comparison Matrix

Published September 19th, 2023. A side-by-side Data Platform product comparison of usage/performance/scale, data access and control, data catalog, and more. Compares products from Azure, AWS, and more.

This matrix provides a side-by-side comparison of the features and functionality of major Data Platform Solutions for AI/ML. This includes usage/performance/scale, data access and control, data catalog, and more.

Vendors/Products in the Data Platform Comparison Matrix include:

  • Microsoft Intelligent Data Platform
  • Cloudera Data Platform
  • AWS Redshift
  • Databricks Lakehouse Platform
  • Dremio Lakehouse Platform
  • Google BigQuery
  • IBM watsonx.data
  • MongoDB Atlas Data Lake
  • Oracle Data Platform

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