I prefer Halo 3 over Call of Duty 4. Only reason is because I find COD4 to get boring after running and gunning as many enemies as you can.
But don't get me wrong COD4 is a good game, the single player story is very in depth, and the online Multiplayer matches are very intense yet exciting.