This meta-analysis of 26 studies involving 5,633 COVID-19 patients evaluated the effects of vitamin C, vitamin D, and zinc supplementation on clinical outcomes. Vitamin C supplementation showed no significant impact on mortality, intubation rates, or length of hospital stay (LOS). Vitamin D supplementation did not reduce mortality but was associated