The lack of difference in severe COVID-19 breakthrough illness risk between PWoH and PWH with higher CD4 cell counts may be associated with engagement in medical care, different health care–seeking behaviors, and reduced comorbidities among the PWH included compared with PWoH. Here, CD4 is linked to COVID-19.