Abstract: The present disclosure relates to a method of evaluating a capability of a machine and determining a machine run time for manufacturing a part, the method comprising: a) receiving values of each of a plurality of physical feature characteristics of a part, comprising features representative for the removal of material from an initial form of the part to form the part; b) receiving a range of values for each of the plurality of physical feature characteristics for one or more types of machines; c) comparing each physical feature characteristic value of the part with the range of feature characteristic values for the one or more machines; and d) determining a fit rating for each of the one or more machines based on the comparison, wherein similarities in the geometrical shape of removal of material from the initial shape are grouped and assigned to a particular machine; and wherein e) the machine run time of the machine or the machines for the production of the part from its initial form are calculated by th