Binary mixtures of sulfamethoxazole polymorphs were analyzed using diffuse reflectance infrared Fourier transform spectroscopy. A partial least-squares method was utilized for quantitative prediction from the overlapping, FT-IR spectra. The phase composition for a set of independent validation samples was predicted to within 4% of the theoretical values in all cases. The calibration model was valid over a 4 week testing period.