Right now I'm in a Tales mood, so I'm gonna say my favorite game for the PS2 is currently Tales of the Abyss. Other times, it might be Sly 2, Jak II, or Metal Gear Solid 3.

My favorite DS game is The World Ends With You. Period.

In the case of every other console, there's too many choices to decide.