1. A method for comparing multiple factors using multidimensional scaling analysis, comprising: generating at least one set of observable samples, where each observable sample in the set is generated by a different algorithm combining a number of factors; for each set, collecting data on observable relative differences between samples in the set; performing multidimensional statistical analysis on the collected data; and displaying results of the statistical analysis as plots.