Using cryo-electron tomography, we have visualized the intact SARS-CoV-2 and its key variants at subnanometer resolution, discovering many unique features on the native structures and assembly of the virus. Novel neutralization mechanisms have also been unveiled in situ by imaging the virus-antibody complexes. These findings contributed to the understanding of the nature of the virus, and have provided implications for the vaccine and therapeutic design against COVID-19.