Sift flour, white sugar, brown sugar, cocoa powder, baking soda, and salt together in a large bowl. Add milk, water, oil, sour cream, and vanilla extract; mix together until well combined. Pour into an ungreased 9x13-inch pan.
Bake in the preheated oven until a toothpick inserted into the center comes out clean, about 35 minutes.