Header collector size

Has anyone experimented with collector diameter. Like running 3 inch collectors and then running 2 1/2 collector extensions. Any idea if it would make a big difference in ET or mph. I ask because a friend bought a Drag car and that was how it was set up. We wondered how much it would slow it down.