Adjuvant radiation therapy (ART) is recommended without consideration of radical prostatectomy Gleason score (RP GS) for cases with adverse features. We compared the outcomes of pathologically localized high-grade (GS 8–10) prostate cancer (PC) with those of pT3 GS 7 PC.A total of 1585 men who underwent RP between 1995 and 2015 comprised the cohort, which was divided into group 1 (RP GS 7(3 + 4) and pT3; n = 760), group 2 (RP GS 7(4 + 3) and pT3; n = 565), and group 3 (RP GS 8–10 and pT2; n = 260). Biochemical recurrence (BCR), all-cause mortality (ACM), and PC-specific mortality (PCSM) risk were compared among groups using Cox regression and competing risk analysis.At a median follow-up of 58 months (interquartile range: 37–85), 721 men experienced BCR and 84 died (22 due to PC). BCR-free survival rates were lower in group 3 than in group 1 (P < .001); nevertheless, no difference was observed between groups 2 and 3 (P = .638). Furthermore, no difference in ACM was noted among groups. PCSM rates were higher in group 3 than in groups 1 and 2 (P = .001 and P = .005, respectively). This association persisted in multivariate models after adjustment for clinicopathological variables.Patients with RP GS 8–10 and pT2 PC had higher BCR and PCSM rates than those with RP GS 7 and pT3 PC. Localized high-grade PC should be considered in decision-making for ART.