The optimal growth medium for a certain species is often not so easy to determine. The question if and how two media differ for a species is difficult to answer, what do you understand under "the composition are not as much different"? Some things that seem small and can make a huge difference: amino acid composition, vitamins and other growth factors, salts, pH, osmotic pressure, ...