I once drove to work for about nine months. It was awful and I hope to never do it again.
I'm fine with public transit, walking, cycling, or a mix of the three, but the last thing I need to do when I'm half awake in the morning or exhausted in the evening is operate a large machine. The bike commute is my favorite, because I like cycling, and it helps me wake up and/or relax.