Importance: Androgen deprivation therapy (ADT) improves survival outcomes in patients with high-risk prostate cancer (PCa) treated with radiotherapy (RT). Whether this benefit differs between patients with Gleason grade group (GG) 4 (formerly Gleason score 8) and GG 5 (formerly Gleason score 9-10) disease remains unknown. Objective: To determine whether the effectiveness of ADT duration varies between patients with GG 4 vs GG 5 PCa. Design, Setting, and Participants: Traditional and network individual patient data meta-analyses of 992 patients (593 GG 4 and 399 GG 5) who were enrolled in 6 randomized clinical trials were carried out. Main Outcomes and Measures: Multivariable Cox proportional hazard models were used to obtain hazard ratio (HR) estimates of ADT duration effects on overall survival (OS) and distant metastasis-free survival (DMFS). Cause-specific competing risk models were used to estimate HRs for cancer-specific survival (CSS). The interaction of ADT with GS was incorporated into the multivariable models. Traditional and network meta-analysis frameworks were used to compare outcomes of patients treated with RT alone, short-term ADT (STADT), long-term ADT (LTADT), and lifelong ADT. Results: Five hundred ninety-three male patients (mean age, 70 years; range, 43-88 years) with GG 4 and 399 with GG 5 were identified. Median follow-up was 6.4 years. Among GG 4 patients, LTADT and STADT improved OS over RT alone (HR, 0.43; 95% CI, 0.26-0.70 and HR, 0.59; 95% CI, 0.38-0.93, respectively; P = .03 for both), whereas lifelong ADT did not (HR, 0.84; 95% CI, 0.54-1.30; P = .44). Among GG 5 patients, lifelong ADT improved OS (HR, 0.48; 95% CI, 0.31-0.76; P = .04), whereas neither LTADT nor STADT did (HR, 0.80; 95% CI, 0.45-1.44 and HR, 1.13; 95% CI, 0.69-1.87; P = .45 and P = .64, respectively). Among all patients, and among those receiving STADT, GG 5 patients had inferior OS compared with GG 4 patients (HR, 1.25; 95% CI, 1.07-1.47 and HR, 1.40; 95% CI, 1.05-1.88, respectively; P = .02). There was no significant OS difference between GG 5 and GG 4 patients receiving LTADT or lifelong ADT (HR, 1.21; 95% CI, 0.89-1.65 and HR, 0.85; 95% CI, 0.53-1.37; P = .23 and P = .52, respectively). Conclusions and Relevance: These data suggest that prolonged durations of ADT improve survival outcomes in both GG 4 disease and GG 5 disease, albeit with different optimal durations. Strategies to maintain the efficacy of ADT while minimizing its duration (potentially with enhanced potency agents) should be investigated.