Is corollary a statement who's proof is typically more involved than a theorem?
No, in fact it is the opposite.
A corollary is normally a special case of a theorem and is
usually sufficiently important for it to be proven separately from
the theorem. This is so that it can then be used in the future.
Corollaries follow a theorem and can usually be derived from it
very easily.