The penalty you will have to pay will equal the federal short-term interest rate plus five and one half percentage points (adjusted quarterly), but not less than 7.5%. The underpayment penalty applies if your 2017 withholding and estimated tax payments do not equal: 90% of the tax shown on your 2017 return