Tobacco is a major environmental pollutant, and smoking is a recognized risk factor for non-alcoholic fatty liver disease (NAFLD). However, the global epidemiological burden of smoking-related NAFLD remains unclear. This study aimed to quantify the burden of NAFLD attributable to smoking from 1990 to 2021, focusing on disability-adjusted life years (DALYs), mortality rates, and temporal trends. Data were extracted from the Global Burden of Disease Study 2021 and analyzed at global, regional, and national levels. Age, sex, region, and socio-demographic index (SDI) were included. Key measures included age-standardized DALY rates (ASDR), age-standardized mortality rates (ASMR), and average annual percentage changes (AAPCs). Trends were further stratified by age, sex, and SDI. Globally, the ASMR of NAFLD attributable to smoking demonstrated a upward trend (AAPCASMR=0.27[95 % CI, 0.17-0.37], P < 0.001). The most substantial increases from 1990 to 2021 were observed in Australasia and Southern Latin America. The AAPC for ASDR was 2.89[95 %CI, 2.5-3.29] and 2.84[95 %CI, 2.16-3.52], respectively. The burden was significantly higher in males, with DALY rates rising with age and peaking at 65-69 years (8.84/100,000; 95 % UI: 2.77-15.69). An inverse U-shaped association between SDI and disease burden was noted. Join-point analysis revealed increasing trends in low-medium SDI regions and among females in high-SDI regions. Despite declining smoking prevalence, the burden of smoking-related NAFLD continues to rise, especially in low-middle income regions and high-income females. Strengthened tobacco control and targeted NAFLD prevention strategies are urgently needed.