Reducing your refinance interest rate by 0.5% can dramatically impact your monthly mortgage payment, especially if you are able to cancel private mortgage insurance (PMI) at the time you refinance. Talk to your lender to determine a minimum rate reduction that will save you money over the life of your loan.