The Collaborative International Dictionary of English v.0.48:

Savoriness \Sa"vor*i*ness\, n.
   The quality of being savory.
   [1913 Webster]

WordNet (r) 3.0 (2006):

savoriness
    n 1: having an appetizing flavor [syn: flavorsomeness,
         flavoursomeness, savoriness]