People with human immunodeficiency virus (HIV) smoke at much higher rates than the general population, resulting in higher risk for tobacco-related morbidity and mortality. The efficacy of smoking cessation interventions among people with HIV in lower-middle-income countries remains unclear. We conducted a randomized, 2 × 2 factorial design trial based in Nairobi, Kenya, to evaluate the efficacy of bupropion versus placebo, and a culturally tailored behavioral cessation therapy, called Positively Smoke Free (PSF), versus standard of care for people with HIV who smoke. The primary outcome was 7-day point prevalence abstinence confirmed by exhaled carbon monoxide <7 ppm at 36 weeks. Between June 2020 and August 2023, 300 participants were randomly assigned. Most participants were men (71.4%) who were moderately dependent on nicotine (Fagerström Test of Cigarette Dependence, mean [SD]: 4.5 [2.3]; range: 0-10; higher scores represent greater physical dependence on nicotine); nearly all participants (99.7%) were taking antiretroviral medication. At 36 weeks, 31.3% of participants who received bupropion were abstinent from smoking, compared with 13.3% in the placebo group (odds ratio, 2.95; 95% confidence interval [CI], 1.64-5.32, P<0.001). Among participants randomized to receive PSF therapy, 29.5% were abstinent from smoking, compared with 14.9% in the standard of care group (odds ratio, 2.39; 95% CI, 1.34-4.25, P=0.003). The combination of bupropion+PSF was associated with increased abstinence compared with either bupropion (38.9% vs. 23.6%; odds ratio, 2.06; 95% CI, 1.00-4.23) or PSF (38.9% vs. 20.3%; odds ratio, 2.50; 95% CI, 1.20-5.24) alone. Participants randomized to receive bupropion were significantly more likely to report excessive sweating compared with placebo (50.7% vs. 37.6%; P=0.024). Both bupropion and PSF cessation counseling were effective in promoting abstinence from smoking at 36 weeks. The combined intervention was associated with higher abstinence rates than either therapy alone. (The National Cancer Institute provided support for this trial through grant R01CA225419.).