 This final number is the yearly pension; dividing it by 12 results in the monthly pension.The veteran's pension is a tax-free benefit not subject to federal income tax.Regarding state tax, the veteran or beneficiary must check with the taxing authority in his or her state of residence to determine if the pension is subject to state income tax.