One image of the German Army is of them swanning around in Panzers and Half-Tracks.
In reality they were reliant on the good old horse.
Good little article here.
Lone Sentry: WWII German Horse Cavalry and Transport (WWII U.S. Intelligence Bulletin, March 1946)