So superior that it is incapable of being changed from its level of 'greatness', hence "solid"
Like a solid foundation, what is being described as "solid" is so excellent that it cannot be made less awesome.
"Hey Joe, that new guitar riff sure is 'solid'"
"Check out Captain Cookout's new album! Its 'SOLID'!"