The supposed rewards that I've earned are:
Planet types Nirvana, Xanadu, Earth, And Observatory
6 Affinity Hybrids
Missions New Jerusalem, Assembly Required, and The Arena
I've played about 6 games of Starships since I set up the My2K linkage, but NONE of these things have appeared in any of those games.