This white paper describes Oracle's Exadata architecture -- its strengths and shortcomings -- when compared to Teradata architecture. A close examination of the architect reveals how little Oracle has really changed, how few of Oracle's data warehousing performance issues are addressed by Exadata, how very few business intelligence queries benefit from it, and how complex and costly Exadata really is.