Cosmetic compositions include, based in each case on the total weight of the composition, 0 to 3% by weight, in particular 0 to 2% by weight, of free water, one or more liquid oils in a total amount of from 40 to 80% by weight, in particular from 50 to 75% by weight, in particular from 60 to 70% by weight, at least one wax, solid dispersed in particulate form. The cosmetic composition has a viscosity of from 300 000 to 800 000 mPas, in particular from 400 000 to 600 000 mPas, has a density of from 0.95 to 1.10 g/cm3 at 20° C., has a light texture and can be spread easily on a substrate. If the substrate is skin, a pleasant skin feel is conveyed.