The Collaborative International Dictionary of English v.0.48:

Grayness \Gray"ness\, n.
   The quality of being gray.
   [1913 Webster]

WordNet (r) 3.0 (2006):

grayness
    n 1: a neutral achromatic color midway between white and black
         [syn: gray, grayness, grey, greyness]