This study performs a comprehensive statistical comparison between predictions derived from Entanglement-Weighted Operator Geometry (EWOG) and traditional Condensed Matter (CM) physics models. Using experimental data from three paradigmatic quantum material classes—heavy-fermion systems, quantum spin liquids, and unconventional superconductors—we apply information-theoretic criteria (AIC, BIC), Bayesian model selection, and frequentist hypothesis testing. Our analysis demonstrates that EWOG models consistently provide superior fits to experimental data with greater parameter efficiency. For
CeCoIn5 specific heat data, EWOG yields
ΔAIC=14.5 and Bayes factor
>103 versus the best CM model. We present complete numerical derivations of all statistical tests, establishing EWOG as a statistically superior framework for describing emergent phenomena in strongly correlated quantum matter.