Does a new pickle ball bounce better than a used ball?

It seems that a brand new pickle ball is livelier, it bounces higher and comes off the paddle with more of a pop. If this is true, how long before the ball loses its original playing characteristics and needs to be replaced with a new ball? Is it Ok to wait until the ball cracks and cannot be used anymore?