 2003–04 was yet another successful season for Gorenje.Top performance and great play-offs in the EHF Cup Winners' Cup, where they won twice with minimum advantage, didn't disappoint the ambitious club or its supporters.Despite losses in the national championship, they reached the semi-finals in the Cup Winners' Cup.