The Olympics were held in Elis, which is in the northwestern area of the Peloponnesus. The specific city in Elis was Olympia, located by the Alpheus River.
Reference Map of Ancient Greece - Southern Part - Olympia in Ellis
Perry-Castañeda Library
Map Collection
Historical Atlas by William R. Shepherd