Data describing outcomes of solid organ transplant (SOT) recipients with coronavirus disease 2019 (COVID‐19) are variable, and the association between SOT status and mortality remains unclear. In this study, we compare clinical outcomes of SOT recipients hospitalized with COVID‐19 between March 10, and September 1, 2020, to a matched cohort of non‐SOT recipients at a national healthcare system in the United States (US). From a population of 43 461 hospitalized COVID‐19‐positive patients, we created a coarsened exact matched cohort of 4035 patients including 128 SOT recipients and 3907 weighted matched non‐SOT controls. Multiple logistic regression was used to evaluate association between SOT status and clinical outcomes. Among the 4035 patients, median age was 60 years, 61.7% were male, 21.9% were Black/African American, and 50.8% identified as Hispanic/Latino ethnicity. Patients with a history of SOT were more likely to die within the study period when compared to matched non‐SOT recipients (21.9% and 14.9%, respectively; odds ratio [OR] 1.93; 95% confidence interval [CI]: 1.18–3.15). Moreover, SOT status was associated with increased odds of receiving invasive mechanical ventilation (OR [95% CI]: 2.34 [1.51–3.65]), developing acute kidney injury (OR [95% CI]: 2.41 [1.59–3.65]), and receiving vasopressor support during hospitalization (OR [95% CI]: 2.14 [1.31–3.48]).