This paper evaluates the efficiency of personal cars by using the non-parametric data envelopment analysis (DEA) approach. Analysis and comparison is performed in a normative manner since all the economic and technical parameters used (four and ten respectively) are not explicitly weighted. The data set covers 121 different car models in 1997, as appeared in the German Auto Motor und Sport magazine.