The pump price of diesel is 139.9 here this morning so unless there is a big economy advantage or you can use TVO (agricultural pink diesel) the saving isn't enormous.
A diesel engine is inherently more energy efficient, so it consumes less fuel than a spark engine. Furthermore, as far as I understand, you can legally use red diesel in an aircraft, as long as you don't drive it on public roads