For small loads and cooler weather I prefer the backpack. It's easier to put on/take off, makes it easier to wheel my bike into the spare office I keep it in at work/the spare bedroom I keep it in at home and keeps me warmer when it's cold out. I use a rack bag and it's just not worth putting a pannier on for a small load that fits in the backpack somedays.