A color matching system including a database of information describing colorants organized into groups of colorants. A computing device identifies at least one recipe of colorants that can reproduce a desired color by selecting at least one group of colorants, identifying possible recipes using the colorants in the group and selecting a best recipe from the possible recipes based on a recipe cost and a calculated metamerism of the recipe.