A gas burner assembly has a first fuel chamber within a burner body and this is contiguous with a plurality of inner flame ports. A second fuel chamber within the burner body is contiguous with a plurality of outer flame ports. A first supply duct extends between the first fuel chamber and a carryover duct. A second supply duct extends between the second fuel chamber and the carryover duct. A related cooktop appliance is also provided.