Abstract Coronaviruses are single-stranded, positive-sense RNA viruses that can infect many mammal and avian species. The Spike (S) protein of coronaviruses binds to a receptor on the host cell surface to promote viral entry. The interactions between the S proteins of coronaviruses and receptors of host cells are extraordinarily complex, with coronaviruses from different genera being able to recognize the same receptor and coronaviruses from the same genus able to bind distinct receptors. As the coronavirus disease 2019 pandemic has developed, many changes in the S protein have been under positive selection by altering the receptor-binding affinity, reducing antibody neutralization activities, or affecting T-cell responses. It is intriguing to determine whether the selection pressure on the S gene differs between severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and other coronaviruses due to the host shift from nonhuman animals to humans. Here, we show that the S gene, particularly the S1 region, has experienced positive selection in both SARS-CoV-2 and other coronaviruses. Although the S1 N-terminal domain exhibits signals of positive selection in the pairwise comparisons in all four coronavirus genera, positive selection is primarily detected in the S1 C-terminal domain (the receptor-binding domain) in the ongoing evolution of SARS-CoV-2, possibly owing to the change in host settings and the widespread natural infection and SARS-CoV-2 vaccination in humans.