Which is a better ping pong ball 1 star or 3 star?

3 star. The higher # of the star the better the ball. Although unless you're playing with someone that's very good and you yourself are very good, it likely won't matter to play with while you're having fun and learning. The difference is much more evident when heavy spin is being used.