Compositions comprising at least one structuring polymer and at least one oil-soluble polymer chosen from alkyl celluloses and alkylated guar gums. The compositions may further comprise at least one fatty alcohol. This composition may be in the form of stable compositions such as, for example, make-up sticks, lipsticks and sunscreen sticks.