The present invention relates to a solid cosmetic composition in the form of a preferably pressed powder, comprising, in a physiologically acceptable medium, at least: —an oily phase greater than or equal to 20% by weight relative to the total weight of the composition, —a pulverulent phase greater than or equal to 40% by weight relative to the total weight of the composition, comprising at least one spherical filler and at least one lamellar filler, the spherical filler(s) and the lamellar filler(s) being present in a respective total weight content such that the weight ratio of the spherical filler(s) to the lamellar filler(s) is greater than or equal to 0.01 and preferably between 0.02 and 15. The present invention also relates to a product obtained by means of a particular process, to a process for manufacturing a cosmetic composition, and to a process for coating the face with said cosmetic composition.