Two games I have thoroughly enjoyed although they make me want to punch things:
The Binding of Isaac
&
Super Meat Boy
I then realized that both these games are made my the same person. One skilled developer who knows how to put a difficult game together while making the soundtrack amazing so the game doesn't get stale.