Panniers take the load off my back, making it easier to ride and to react. I carry my work clothes in one and my rain gear and bike tools in the other. I have some room to bring other stuff home if needed, like a laptop.
Plus, I like to ride an additional 15 miles on the riverside bike path before going home. The panniers facilitate this and make the ride more enjoyable.