Stoch completed a sweep of the men's individual Olympic titles, having also won on the normal hill.
The silver medal went to Noriaki Kasai of Japan and the bronze to Peter Prevc of Slovenia.
Two-time large hill gold medalist Simon Ammann of Switzerland finished 23rd.
Notable deaths of 2014 [PHOTOS]
UPI horse racing weekend preview