The exceptions to that pattern are remarkable.
If we expand the definition of pop music to all music that isn’t classical/jazz/experimental, etc. then older, more experienced musicians should be able to do quite well. Frank Sinatra honed his craft over the decades. I think the stuff he did in his 40s and 50s is probably his best.