This document is no longer maintained as of 2025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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