Credit rating evaluates companies' past and future ability to repay debts. It is usually measured by financial ratio and rule of thumbs, so it possesses the characteristics of fuzzy and uncertainty. This research by applying AHP, aims to explore the revisions of credit rating assessment rules, and chooses three MB companies as alternatives to derive a complex valuation.