The influence of workpiece surface temperature, as also of the cutting velocity, depth of cut and feed, on tool life and surface roughness, in hot-machining, has been investigated, using Factorial Regression Analysis, and a mathematical relationship has been obtained. The equations have been tested for goodness of fit by the Chi-Square Test. Alignment charts have been constructed to evaluate surface roughness and tool life, dependent on other parameters.