Pigeons were previously thought to be resistant to H5 viruses and to play a minimal role in spreading these viruses. In this study, we evaluated the pathogenicity of two clade 2.3.4.4 H5N6 viruses in pigeons and the potential viral transmissibility to specific-pathogen-free chickens in direct close contact with experimentally infected pigeons. No pigeons from the A/goose/Eastern China/Xin/2015 (GS/Xin) group exhibited clinical signs or mortality, and the virus was only detected in a few organs. However, 3 of 12 pigeons inoculated with the A/goose/Eastern China/0326/2015 (GS/0326) virus died, and 7 of 12 showed neurological symptoms and efficient viral replication in multiple organs. In both groups, viral shedding occurred in only some of the pigeons, the shedding period was relatively short, and the infection was not transmitted to the chickens. We also used chicken, duck, and BALB/c mouse models to evaluate the pathogenicity of the two H5N6 isolates. Both H5N6 isolates showed highly pathogenic to chickens but different degrees of pathogenicity in mice. Interestingly, in ducks, the intravenous pathogenicity index indicated that the GS/Xin isolate was low pathogenic, and the GS/0326 isolate was highly pathogenic, corresponding to the pathogenicity in pigeons. Our results indicated that the pathogenicity of the clade 2.3.4.4 H5N6 virus is diverse in pigeons, and pigeons contribute little to its transmission among poultry. However, pigeons may still be potential healthy reservoirs of the H5N6 highly pathogenic avian influenza virus.