Aerodynamics makes a HUGE difference!
I once strapped a set of plastic patio chairs to the top of my wife’s RAV4, which normally got around 26 MPG on trips. When we needed to stop for gas way before we anticipated, I thought there was something drastically wrong with her vehicle. The mileage dropped to 16 MPG. Once I removed the chairs on the return trip, it returned back to normal.