Hm, I don't think I'd ever consider any of the games on the list as GoaT contenders. From the poll, one that will probably stand the test of time the longest is Space Invaders, so I'll vote for that one.
Personally, although far from my favourite, what I consider GoaT is Tetris. It is one of those extremely rare games that I find to be 10/10 and hard to improve upon in any meaningful way (unlike most of "10/10" games).