"To any aopsers out there who've taken it, what number range would the math problems correspond to on AMC 10? Any AIME-level?"
From past experience, it's not quite at AIME level (to me last year, the questions were much easier).
My advice to you is to know your probability. I swear, there'll be at least 3 or 4 questions in the challenge section pertaining to probability.