Comparative uncertainty is caused by finite number of variables recorded in a model. We calculate comparative uncertainty of mathematical model of cold storage system. Experimental uncertainty cannot be less than model’s comparative uncertainty. Validation metric occurs to be very simple and easily interpretable.