I pause longer for colons than for periods. Colons are less common and often join what are really two sentences, meaning something like "read this sentence in the context of what was said in the first."
To me, exclamation mark, full stop and question mark are of equal precedence; they are higher than colon, which is higher than semi-colon, and that is higher than comma.