I agree that you'll probably want both eventually. If you have to choose, I would choose a good jacket because that's a more versatile thing to have. I've done base layer/SS jersey/jacket in the winter and it's certainly doable. Your upper body isn't usually the biggest problem. That will be hands and feet.