I commute faster on my girlfriend's bike which is 38 pounds loaded down. This is compared to my other bike that's 25 pounds, with 6 pounds on my back.

I'm faster, because I don't have anything on my back and cool off a lot better. However the time difference is negligible.

The point is weight doesn't matter that much.

And the commute is quite hilly.