Do Turntables sound better with time?

Most all mechanical things have a break in period. You did not state if you are using the built in phono preamp but that would be another item to consider.

How audible are these factors? All depends but seems no reason to doubt what you have noted.

And the truth, like most things in life, lies somewhere in between.