Among 31,291 orphans and vulnerable children and adolescents living with HIV (CALHIV) in Kenya, 85.9% achieved viral load suppression. Key factors associated with higher suppression odds included being actively in school (aOR=1.33), membership in a psychosocial support group (aOR=1.26), and caregiver membership in a voluntary savings and lending association (aOR=1.23). Male sex (aOR=0.88), male caregiver (aOR=0.91), and high caregiver household vulnerability (aOR=0.81) were associated with lower odds of suppression, highlighting the need for targeted educational, psychosocial, and economic interventions.