Cosmetic composition for makeup and / or lip care comprising, in a physiologically acceptable medium: - at least 5% by weight of water; - at least alkyl cellulose, whose alkyl residue comprises between 1 and 6 carbon atoms and preferably between 1 and 3 carbon atoms, preferably ethyl cellulose, said alkyl cellulose is present in a content of between 1% and 60% by weight with respect to weight total composition; - at least one first liquid of non-volatile oil hydrocarbon at room temperature, ie 25 ° C, and atmospheric pressure, that is 760 mmHg, chosen from: - C10-C26 alcohols, preferably monoalcohols; - optionally hydroxylated monoesters, diesters or tri esters of a C2-C8 monocarboxylic or polycarboxylic acid and an optionally hydroxylated C2-C8 alcohol; - esters of a C2-C8 polyol and one or more C2-C8 carboxylic acids. - at least a second non-volatile oil liquid at room temperature, that is 25 ° C, and atmospheric pressure, that is 760 mmHg, chosen from non-polar hydrocarbon oils other than said first oil, where the term "apolar oil" refers to an oil whose solubility parameter at 25 ° C, δa is equal to 0 (J / cm3) 1/2; at least one stabilizer chosen from surfactants and / or hydrophilic gelling agents, preferably chosen from associative polymers, natural polymers or their mixture.Composición cosmética para maquillaje y/o cuidado de los labios que comprende, en un medio fisiológicamente aceptable: - al menos 5% en peso de agua; - al menos alquilcelulosa, cuyo residuo de alquilo comprende entre 1 y 6 átomos de carbono y preferiblemente entre 1 y 3 átomos de carbono, preferiblemente etilcelulosa, dicha alquilcelulosa está presente en un contenido de entre 1% y 60% en peso con respecto al peso total de la composición; - al menos un primer líquido de aceite no volátil hidrocarbonado a temperatura ambiente, es decir 25°C, y presión atmosférica, es decir 760 mmHg, elegido de: - alcoholes C10-C26, preferiblemente monoalcoholes; - monoésteres, diésteres o triésteres opciona