This paper describes one college’s effort to identify peer institutions for accreditation comparisons. Previously, peers had been chosen subjectively. A cross-disciplinary faculty team first identified relevant data that could serve as the basis for a more objective method. The authors then constructed a spreadsheet that allowed exploration of alternative models evaluated according to a multivariate, phi-square performance measure.