Form my experience paying off the mortgage is the best option at this point in your life as it allows you to save paying the 3.1% After tax interest. Check with your mortgage company about any snaky terms and conditions they might have. As time moves on and you keep to your current mortgage payment schedule you will seriously shorten your mortgage time.