If you’re running the recommended size and go to a much larger size, I would say no. If you’re running some thing that’s way too small and then you go to what’s recommend it then you might.
Will increasing speaker cable AWG make a difference in sound quality?
Increasing speaker cable size (for example w/AQ the cable sizes move up in size from 15AWG to 10AWG) improve sound quality?