Various vaccine technologies have been employed in the coronavirus disease 2019 (COVID-19) vaccines, including whole inactivated virus (WIV), recombinant protein, mRNA, and nanoparticle vaccines. To elucidate the cellular mechanisms underlying the immune responses elicited by different vaccines, we examined and compared antigen-specific B cell responses targeting the receptor-binding domain (RBD) of the viral spike protein. We found that the nanoparticle vaccine pathogen-like antigens-RBD (PLA-RBD) and the mRNA vaccine demonstrated superior immunogenicity compared to the WIV vaccine and the RBD-dimer, a recombinant protein vaccine. Interestingly, the WIV vaccine contains toll-like receptor ligands that enhance IgG2a/c class-switching. For the mRNA vaccine, although it induces robust germinal center responses and T follicular helper (Tfh) cells, it has limited ability to induce memory B cells and long-lived plasma cells. These results indicate that vaccine formats significantly influence both the quantity and quality of immune responses, providing valuable insights for the future development of vaccines.