Do Turntables sound better with time?

Things will change over time; bearing oil or grease can deplete, capacitors will fail, speed stability can degrade / wow and flutter can increase … BUT obviously depends on what make as to what (if any) of those things are relevant or audible. Otherwise, no, anything you hear changing is probably your stylus wearing out.