Abstract: A new way for multi-index comprehensive evaluation, which combines component analysis method with the analytic hierarchy process, is present in this paper. It not only remedies the faults of the analytic hierarchy process's sketchiness,but also makes up for the flaw of the component analysis which takes no account of reciprocal weight. The method has been applied to the evaluation of enterprises in medical trade.