BKE also had an ice hockey team, which was created as a bandy hockey squad in December 1899. The club claimed the Ringhoffer Pokal and also won a tournament in St. Moritz in 1914. They were recognized as one of the best bandy clubs in Europe at the time. The club later switched to playing ice hockey and won the Hungarian Championship title seven times.