Percent time spent above each viremic level decreased significantly, whereas rapid ART initiation increased among newly diagnosed persons from 2014 through 2020 compared with 2012-2013. Population differences in time spent unsuppressed highlight the need for targeted interventions to reduce new HIV infections and improve health.