For Hamburg SV it was the first national championship, having played in the inconclusive 1922 final and declined the championship. Hamburg would make another appearance in the final in the following season but lose to 1. FC Nuremberg, followed by another championship in 1928, won against another club from Berlin, Hertha BSC. Union Oberschöneweide made its sole championship final appearance in 1923 and would eventually evolve into what is now 1. FC Union Berlin.
Hamburger's Tull Harder was the top scorer of the 1923 championship with five goals, having previously done so in 1922 and, again, in 1926 and 1928.
Seven club qualified for the knock-out competition, nominally the champions of each of the seven regional football championships. However, the Western German football championship was not contested in 1923 and a qualifiying competition for the German football championship was held instead.