In most cases, refinance rates are not significantly higher than rates for purchase loans. Refinance rates can vary between lenders, however. Some may have higher interest rates but lower fees, which can affect the APR (also known as the annual percentage rate, which includes the interest rate, lender fees, and other refinance charges).