Aim To analyze the differences in clinical characteristics and outcomes of coronavirus disease 2019 (COVID-19) critically ill patients with or without vascular calcification. Methods COVID-19 critically ill patients admitted to the intensive care unit of Tongji Hospital Affiliated to Tongji Medical College of Huazhong University of Science and Technology in February 2020 were analyzed retrospectively. According to the chest CT findings, the patients were divided into vascular calcification group and non-vascular calcification group. The vascular calcification group was further divided into aortic calcification group, coronary calcification group and simultaneous calcification group (both aorta and coronary artery calcification). The clinical characteristics and outcomes of patients were compared in different groups. Results Compared with the non-vascular calcification group, the patients in the vascular calcification group were older and had a higher proportion of hypertension and coronary heart disease, which showed higher levels of leukocyte count, neutrophil count, C-reactive protein, globulin, lactate dehydrogenase, international normalized ratio, D-dimer, creatinine, creatine kinase-MB, high-sensitivity cardiac troponin, myohemoglobin and N-terminal pro-B-type natriuretic peptide, lower levels of lymphocyte count, platelet count, albumin, estimated glomerular filtration rate, and higher risk of death. Compared with aortic calcification group, the outcomes of coronary calcification group and simultaneous calcification group were worse. Conclusion Vascular calcification, especially coronary artery calcification, may be a risk factor for poor prognosis in COVID-19 critically ill patients.