Annotation: Uncertainty calculation task is discussed in the paper. Monte-Carlo method for uncertainty evaluation is covered. It is used for uncertainty evaluation of a proposed measurement scenario. In order to validate the Monte-Carlo method, long-run success rate estimation procedure is presented. Application of such procedure showed unexpected invalid results of uncertainty evaluation. A modification of the Monte-Carlo method is proposed that appears to deliver more valid results.