TPC-DS 10TB Benchmark Result Report

See How a Semantic Layer Impacts BI & AI Performance on Popular Cloud Data Platforms

Learn how a semantic layer pays for itself many times over by reducing costs by 2-16x and improving query performance and user concurrency by 11-31x for all the popular cloud data platforms.


This TPC-DS 10TB study tested the performance and scalability boundaries of the most popular cloud data platforms at a 10 TB scale factor (50+ billion rows) using the de-facto industry standard. This represents a reasonable real-life analytics schema and set of queries for an Enterprise.

These benchmark reports provide quantified results for each cloud data warehouse and detailed information on the impact of a using a semantic layer at scale on: