Objective: To examine baseline risk factors measured in the first-trimester screening for preeclampsia (PE) in pregnant women with COVID-19 versus the general population. To compare risk factors among patients with mild and severe COVID-19. Design: Observational retrospective study. Setting: Six maternities in Catalonia. Population: Study patients were 231 pregnant women undergoing first-trimester screening for PE and positive for SARS-CoV-2. Reference cohort were 13,033 pregnant women with first-trimester screening for PE from 6 maternities. Methods: Recording of maternal history, mean arterial blood pressure (MAP), mean uterine artery pulsatility index (UtAPI), placental growth factor (PlGF) and pregnancy-associated plasma protein-A at first trimester. Confirmation of SARS-CoV-2 infection. Based on the need for hospitalization, patients were classified into mild and severe COVID-19. Main outcome measures: Comparison of proportion of cases at a high risk for PE and of risk factors for PE among groups. Results: High risk for PE was significantly higher amongst COVID-19 patients compared to the general population, showing higher rates of obesity, chronic hypertension, higher UtAPI, and lower rates of smokers. PlGF did not differ significantly. In women with severe COVID-19, compared with mild COVID-19, BMI and MAP were significantly higher, whereas PlGF and UtAPI did not differ significantly. Conclusions: In patients with COVID-19 there was a higher proportion of women at a high risk for PE than in the general population, mainly due to maternal risk factors, rather than placental signs of a deficient trophoblastic invasion. Likewise, according to COVID-19 severity, differences were due to maternal risk factors only.