Current guidelines recommend antibiotic prophylaxis for all patients with various degrees of cirrhosis and upper gastrointestinal (UGI) bleeding. This study assessed the need for antibiotic prophylaxis in patients with low Child-Pugh scores. We retrospectively screened all patients with cirrhosis who underwent upper endoscopies for UGI bleeding in a referral hospital in Taiwan between 2003 and 2014, from which 913 patients were enrolled after excluding patients with active bacterial infections, recent antibiotic use, early death, and Child-Pugh class C cirrhosis. Among them, 73 (8%) received prophylactic antibiotics, and 45 (4.9%) exhibited 14-day bacterial infection. Neither Child-Pugh score nor model for end stage liver disease score were optimal for predicting bacterial infection because their areas under the curves were 0.610 (95% confidence interval CI: 0.529-0.691) and 0.666 (95% CI: 0.591-0.742), respectively. Antibiotic prophylaxis did not reduce the risks of 14-day bacterial infection (relative risk RR: 0.932, 95% CI: 0.300-2.891, P = 0.902), 14-day rebleeding (RR: 0.791, 95% CI: 0.287-2.181, P = 0.650), or 42-day mortality (RR: 2.710, 95% CI: 0.769-9.524, P = 0.121). The results remained similar after propensity score adjustment. On-demand antibiotic treatment might suffice for patients with Child-Pugh class A/B cirrhosis and UGI bleeding.