How "much" would depend more on the solvent and how much of the solute it can hold.
I think this, as DeeAnna said, is how fast the particular soap dissolves in water (hence the quicker lather for coconut oil vs. olive oil). Again, as DeeAnna said, those give you a softer soap early on...