Cloud-Based Analytics Platforms Workload Comparison Study

This white paper presents a workload comparison study of three leading cloud analytics platforms: Teradata, Snowflake, and Databricks. The study primarily focuses on enterprise price performance, which balances cost efficiency with analytical capabilities at scale. The analysis indicates that Teradata VantageCloud Lake leads in cost efficiency and query throughput, emphasizing the significance of effective workload management and query optimization. The paper outlines a rigorous methodology for workload comparison, including a diverse query mix designed to reflect real-world analytical demands. It also discusses the implications of cost management, scalability, operational efficiency, total cost of ownership, and return on investment for decision-makers. The findings suggest that careful platform selection can lead to significant cost savings and improved analytical performance, which are essential for organizations facing rapid growth and complex data requirements. The document serves as a guide for stakeholders navigating the cloud analytics landscape, providing valuable insights into platform evaluation and selection.