It may sound counterintuitive, but paying off your car loan probably won't improve your credit score. In fact, if it's the only installment loan you have, your credit score could take quite an unexpected hit. Here's why: According to the Fair Isaac Corporation, creator of the mighty FICO score, the types of credit consumers use (otherwise know as your "credit mix") accounts for 10 percent of their overall FICO score.