The optimum use of androgen deprivation therapy (ADT) in high-risk prostate cancer patients has not been defined in the setting of dose-escalated external beam radiation therapy. A retrospective analysis of 1,290 patients with high-risk prostate cancer from June 1987 through March 2010 treated with external beam radiation therapy was performed. Median follow-up was 7.2 years, and 797 patients received ADT, with 384 patients experiencing a biochemical failure and 145 with distant metastasis. ADT was associated with lower risk of biochemical failure and distant metastasis than no ADT after adjusting for age, prostate-specific antigen (PSA), Gleason score, year of diagnosis, tumor stage, and radiation dose. ADT was associated with a greater reduction in biochemical failure in the low-dose radiation group than in the high-dose group. Patients with >24 months of ADT had a lower risk of PSA failures than those with <24 months. ADT was associated with decreased risk of biochemical failure and distant metastasis in all patients. The effect of ADT on reducing risk of biochemical failure was greater among men with low-dose radiation. There was a benefit in PSA and distant metastasis-free survival with >24 months of ADT in all patients who received ADT.