Do you mean something like the case of quicksort mentioned in the post?[1] I was taught average- and best-case analysis along with worst-case analysis. Or do you mean some other fact not revealed by that analysis?

[1] "Quicksort is a magical algorithm that theory tells us runs in O(n^2)"