Severe COVID-19 disease occurs in 20% of hospitalized patients. Many of these patients have underlying conditions that could contribute to COVID-19 mortality. We sought to identify factors associated with mortality in patients with severe COVID-19 disease in Nairobi Metropolis, Kenya.