ObjectiveThe impact of vitamin E supplementation on liver biomarkers in NAFLD patients remains controversial. Therefore, we conducted the present umbrella meta‐analysis of randomized controlled trials to clarify the effects of vitamin E administration on alanine aminotransferase (ALT), aspartate aminotransferase (AST), gamma‐glutamyl transferase (GGT), steatosis levels and fibrosis score in individuals diagnosed with NAFLD.MethodsFour databases (PubMed/MEDLINE, Scopus, EMBASE, and Web of Science) were searched to identify pertinent papers published in international scientific journals from the inception of these search services and up to June 2023. To calculate the overall effect size (ES) and confidence intervals (CI), we applied the random‐effects model.ResultsIn total, 6 meta‐analyses were included in the umbrella meta‐analysis. By pooling ES based on the random‐effects model, we discovered that vitamin E supplementation significantly decreased ALT (ES = −6.47 U/L; 95% CI: −11.72, −1.21, P = 0.01), AST (ES = −5.35 U/L; 95% CI: −9.78, −0.92, P = 0.01), fibrosis score (ES = −0.24 U/L; 95% CI: −0.36, −0.11, P < 0.001), and steatosis levels (ES = −0.66; 95% CI: −0.88, −0.45, P < 0.001) but had no effect on GGT values in NAFLD patients. In the subgroup analyses, we detected that fibrosis scores notably decreased when vitamin E dosage was >500 IU/day (ES = −0.25; 95% CI: −0.40, −0.09, P = 0.002) and when the treatment duration was >20 months (ES = −0.26; 95% CI: −0.47, −0.063, P = 0.01).ConclusionsVitamin E administration reduces ALT, AST, fibrosis and steatosis levels in NAFLD subjects. Fibrosis scores are significantly reduced when vitamin E dose exceeds 500 IU/day and treatment duration surpasses 20 months.This article is protected by copyright. All rights reserved.