In a single-center retrospective follow-up study, no difference in retention in care or virologic suppression was noted between rapid and delayed initiation of antiretroviral therapy at 6-year follow up in participants who were antiretroviral naive. Further study is needed to assess the long-term impact of rapidly starting antiretroviral therapy.