Idiopathic pulmonary fibrosis (IPF) represents a severe interstitial lung disease characterized by limited therapeutic interventions. Recent study has suggested that sinomenine (SIN), an alkaloid derived from the roots of Sinomenium acutum, demonstrates efficacy in interrupting aerobic glycolysis, a predominant metabolic pathway in myofibroblasts. However, its pharmacological potential in the context of pulmonary fibrosis remains inadequately explored. In the present study, we established a bleomycin (BLM)-induced pulmonary fibrosis mouse model and subjected the mice to a one-week regimen of SIN treatment to assess its efficacy. Additionally, a TGF-β1-induced primary lung fibroblast model was employed to investigate the molecular mechanism underlying the effects of SIN. Our observations revealed robust anti-pulmonary fibrosis properties associated with SIN treatment, as evidenced by reduced extracellular matrix deposition, diminished hydroxyproline contents, improved Ashcroft scores, and enhanced lung function parameters. Furthermore, SIN administration significantly impeded TGF-β1-induced fibroblast-to-myofibroblast differentiation. Mechanistically, SIN exerted its beneficial effects by mitigating aerobic glycolysis, achieved through the inhibition of the expression of 6-phosphofructo-2-kinase/fructose-2,6-bisphosphatase 3 (Pfkfb3). Notably, the protective effects of SIN on fibroblasts were reversed upon ectopic overexpression of Pfkfb3. In conclusion, our data underscore the potential of SIN to attenuate fibroblast-to-myofibroblast differentiation by modulating Pfkfb3-associated aerobic glycolysis and SIN emerges as a promising anti-fibrotic agent for pulmonary fibrosis in clinical practice.