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Data Platform Comparison Matrix

This document is no longer maintained as of 2025

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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Data Platform EvaluScale Comparison Matrix

December 13, 2023

Last updated December 13th, 2023 for bug fix. A customizable Data Platform product comparison of features, performance, functionality and specs. Includes EvaluScale product review methodology. Compares products from Microsoft, AWS, Cloudera and more.

Data Platform

DOCUMENT INFORMATION

Document Type:

Comparison Matrices

Technology:

Data Platform

Date:

September 19, 2023

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Data Platform Comparison Matrix

Related Research

Data Platform EvaluScale Comparison Matrix

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