IMPORTANCE While racial disparities in prostate cancer mortality are well documented, it is not well known how these disparities vary geographically within the US. OBJECTIVE To characterize geographic variation in prostate cancer-specific mortality differences between black and white men. DESIGN, SETTING, AND PARTICIPANTS This cohort study included data from 17 geographic registries within the Surveillance, Epidemiology, and End Results (SEER) database from January 1, 2007, to December 31, 2014. Inclusion criteria were men 18 years and older with biopsy-confirmed prostate cancer. Men missing data on key variables (ie, cancer stage, Gleason grade group, prostatespecific antigen level, and survival follow-up data) were excluded. Analysis was performed from September 5 to December 25, 2018. EXPOSURE Patient SEER-designated race (ie, black, white, or other). MAIN OUTCOMES AND MEASURES Fine and Gray competing-risks regression analyses were used to evaluate the difference in prostate-cancer specific mortality between black and white men. A stratified analysis by Gleason grade group was performed stratified as grade group 1 and grade groups 2 through 5. RESULTS The final cohort consisted of 229 771 men, including 178 204 white men (77.6%), 35 006 black men (15.2%), and 16 561 men of other or unknown race (7.2%). Mean (SD) age at diagnosis was 64.9 (8.8) years. There were 4773 prostate cancer deaths among white men and 1250 prostate cancer deaths among black men. Compared with white men, black men had a higher risk of mortality overall (adjusted hazard ratio [AHR], 1.39 [95% CI, 1.30-1.48]). In the stratified analysis, there were 4 registries in which black men had worse prostate cancer-specific survival in both Gleason grade