TPC-DS 10TB BENCHMARK RESULT REPORTS

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.

Amazon Redshift

Azure Synapse Analytics SQL

Google BigQuery

Snowflake

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:

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