The present disclosure relates to binding molecules, such as human monoclonal antibodies, that bind to an epitope in the stem region of hemagglutinin of influenza A viruses of phylogenetic group 1 and group 2, as well as influenza B viruses, and have a broad neutralizing activity against such influenza viruses. The disclosure provides nucleic acid molecules encoding the binding molecules, their sequences and compositions comprising the binding molecules. The binding molecules can be used in the diagnosis, prophylaxis and/or treatment of influenza A viruses of phylogenetic groups 1 and 2, as well as influenza B viruses.