Thus, the outcomes indicate that metformin is more efficient than glyburide and insulin in managing glucose levels in the blood, minimizing macrosomia, decreasing birth weight, and reducing the occurrence of infant hypoglycemia. Here, INS is linked to Hypoglycemia.