The so-called mad-genius controversy cannot be resolved without applying more sophisticated historiometric methods to the issue. It is especially important to recognize that (a) both eminence and psychopathology are quantitative rather than qualitative variables, (b) the two variables must be independently quantified, and (c) the relation between these two variables may assume either linear or curvilinear forms depending on the domain of creative achievement. These 3 points are then illustrated in a study of 204 eminent scientists, thinkers, writers, artists, and composers. Independent quantitative measures of psychopathology (Post, 1994) and eminence (Murray, 2003) were combined in a complex design that tested for multiplicative and nonlinear effects. Positive monotonic functions were found for writers and artists, whereas nonmonotonic single-peaked functions were found for scientists, composers, and thinkers. Moreover, the specific peaks for the latter 3 fields differed from each other, indicating that scientists exhibit the least psychopathology and the thinkers the most, with the composers falling approximately in the middle. Although this historiometric study makes a clear contribution to the debate, the article closes by recommending additional improvements in both measurement and analysis.