In answer to my own question. No, blog URL/ domains do not matter, to me at least.

I've pondered this on and off over the last few days and I can find no good reason to spend money every year on a domain. I just don't see the difference between and benefit of, for instance, theotherblog.com over scribbles.page/theotherblog. What am I missing?