I would go with white because I think it just makes the most sense. For my next army I'm going to try priming white, as I'm very tempted to see how the minis will come out as opposed to black.
Btw, Steve, when are we gonna have our 2 on 2 Ultramarine showdown? My 2nd company Ultra's are just about ready to go!