Multiple model emulsions with subtle differences were evaluated by trained (DA) and untrained (RATA) panels. RATA data were explored as parametric (ratings) and as non-parametric data (CATA). RATA as ratings showed superior discriminative ability than RATA as CATA. Both approaches to analyse RATA data provide similar sensory maps as DA. A definition of applicability in future RATA tasks is recommended.