A cosmetic preparation system may provide a diagnostic or shade matching tool, a dispenser unit, and a mixer unit. The diagnostic or shade matching tool may identify a user skin type and customize one or more ingredients to create a custom blend composition. The dispenser unit may dispense ingredients and prepare the custom blend composition in containers of various sizes. The mixer unit may provide a mixing assembly to mix the one or more ingredients using gyroscopic mixing.