Factory pistons have the pin offset to one side to help reduce piston rock (slap) at T and BDC.
When you turn the piston around backward (notch facing rearward) you reverse the offset and increase torque by reducing the number of degrees past TDC that the rod begins to lean into the direction of crank rotation.