Being a watch nerd, and a Godfather fan, I've often wondored this same thing!!! In the boathouse scene during his mother's funeral. there's a good shot of his watch when he's speaking with Connie.
Am I insane or (don't answer that!!) or doesn't it look like two different watches??? One looks like it's on a strap, and the others on a bracelet???