Alternatives to gentamicin include other antibiotics like cefotaxime, vancomycin, and piperacillin-tazobactam. The choice of alternative depends on the specific pathogen involved and the neonate's clinical condition. In some cases, these alternatives may be preferred due to a lower risk of toxicity.