Severe tonsillar embedding, junior surgeon, obesity, poor postoperative diet, and age ≥12 years are independent risk factors for Coblation SPTH in children. The Nomogram model can quickly and efficiently calculate the bleeding rate of SPTH in children, providing valuable guidance for clinical practice.