This study evaluated the cost of preterm birth during initial hospitalization in two NICUs in Kedah, Malaysia. Tracking 112 preterm infants, it found that costs rose with the degree of prematurity and were largely driven by hospital overheads—particularly staff salaries—and laboratory expenses. Birth weight, gender, and length of stay significantly influenced costs, with birth weight identified as a key factor that can be addressed through prevention of preterm births.