The structure of this paper is as follows: in section 2, we outline hidden Markov model and define its parameters. We present criteria used to evaluate relevance of HMM parameters, in section 3. We show the evaluation process in section 4. Finally, we use our synthetic model to compare several HMM topologies, from among a candidate set, with previous criterion and then we try to give the best one, in section 5.