Not as much as the tanks are different materials as they may be a bit thicker with manufacturing tolerances and different manufacturers have a slightly different shape of the tank. Just like if you but a sheet of 1/4" 4x8 one sheet to the next will be a couple lbs different.
Almost all my tanks are 125s easy to move around and not real heavy. (largest I can get around here without a hassle) Most of the price to fill tanks is labor. So the price for a smaller tank is about the same for a larger. That is why a larger tank you get a better bargain. Unlike a gas station where you pay the same price whether you are filling a large or small tank.