The author has been involved in a number of evaluations of individuals, institutes or even countries. Although performed in his own field, i.e. mathematics, the experience gained over the year is valuable for other science domains and show that evaluation is essential for insuring excellence level and must be adapted to those being evaluated, researchers, structures and countries.