From What I've learned so far the main performance problem usually is
Drupal itself.
By the way: I think gnu.org and fsf.org might not be the prettiest pages, but performance wise there is just nothing to complain. From my point of view you don't need bootstrap or any other big thing to do a decent css design. Most of the time its not about features, but about proportions and relations.
Franz