Depends on the self confidence, values, their own body.
A Feminist will always rate women higher. A male body builder will think the male body is better designed do to performance. Someone with low-self esteem, will think his gender sucks, that is why there are transsexuals.
Nicer for sure, some girls will rate complete abominations as 8/9s and I'm thinking WTF