In ear? vs. On/over ear? Your experience

I have owned over and on ear headphones from some of the best in  the past.  I am once again in the market and wondered about the in-ear option.   The following are my questions/wonderments...

Do in ear become annoying after some time wearing?
How are they sonically?
Do they compete with the best or simply a different catagory?

Thanks