Using five different data sets, this study explores the bidirectional relationship between standardized tests and various indicators of success. Examining student success on a variety of indicators such as cumulative grade point average and graduation rates, the study demonstrates the limited usefulness of such tests, particularly when the data are disaggregated by gender or race and ethnicity. Overall, if tests are overemphasized in the admissions context, they can contribute to a significant loss of talent.