I like WASD better, because it seems more natural for the hand. Such as, if you move with WASD and shoot or act out whatever by clicking the mouse, I like it better.
If the game depends on hotkeys such as "Q for Switching Weapons", then I use the WASD. Otherwise, I stick with Arrow Keys if it involves just simple left/right/up/down movements, like ExitPath.