That's like asking whats the best porno out right now? It all depends on what you like.
Personally, I'd say Call of Duty 4, assassins creed, Ninja Gaiden.
I haven't played either of these, but I heard Uncharted: Drake's Fortune was pretty tight, and I think Unreal Tournament 3 came out the other day.