An AK. I don't have a .223, and a .22 won't do much good, even with headshots.
Says who? You just need penetration. An ice pick will kill a zombie, once it penetrates. You don't have to shatter their heads.
And .22LR ammo is cheap, plentiful, and far EASIER to carry in bulk.