A backpack will really fatigue me, so I always use panniers on a rack. Why carry the extra weight when your bike can carry it for you? Plus, when the load is on the bike and not on your back, the center of gravity is lower and the bike is easier to control.

Good for you for biking in. I hope you continue. It gets downright fun and addictive.