This retrospective study compared the Neonatal SOFA (nSOFA) score and SIRS criteria for predicting sepsis-related mortality in 112 preterm infants with late-onset sepsis. The nSOFA score demonstrated significantly superior prognostic accuracy compared to SIRS criteria, with an AUC of 0.950 versus 0.569 at sepsis onset.