The present disclosure provides immunogenic compositions that include at least two paramyxovirus F protein antigens selected from human metapnuemovirus (hMPV), paarainfluenza virus (PIV) and respiratory syncytial virus (RSV). The antigens of the disclosed compositions are recombinant F protein polypeptides, which have been modified to stabilize the trimeric prefusion conformation. Nucleic acids encoding the antigens, as well as methods for their production and use are also provided.