I like to imagine that each one of those programs also has community forums that act as bizarro versions of this forum. Not that it really pertains to the conversation.
Anyway, GameMaker or Game Maker, I'm coo' wi' it.
On the subject of calling it Game_Maker, I personally think that'd be really awesome, actually. As long as we wouldn't have to refer to it as G_M.