Compressibility :: Compressibility (n.) The quality of being compressible of being compressible; as, the compressibility of elastic fluids..
Incompressibility :: Incompressibility (n.) The quality of being incompressible, or incapable of reduction in volume by pressure; -- formerly supposed to be a property of liquids..