Balloon angioplasty could decrease restenosis of hemodialysis vascular access. The present study investigated the comparative effects and safety of commonly available balloon angioplasty techniques for treating patients with failing autogenous arteriovenous fistulas (AVFs) and grafts (AVGs) stenosis.A comprehensive literature search, including an updated search of PubMed and Embase (via Ovid) and screening of published meta-analyses, was conducted. Primary patency at 6 and 12 months was the primary outcome, and the incidence of complications was the secondary outcome. The random-effects model was used to conduct all statistical analyses, which were performed using RevMan 5.3 and ADDIS 1.16.8.A total of 20 eligible studies involving four balloon angioplasty techniques were entered into the final analysis. Although the direct meta-analysis indicated that cutting balloon angioplasty (CtBA) significantly improved primary patency at 6 [odds ratio (OR), 1.91; 95% confidence interval (CI): 1.27 to 2.86] and 12 (OR, 1.56; 95% CI: 1.13 to 2.15) months compared with conventional balloon angioplasty (CBA), this was not supported by network meta-analysis, which suggested that CtBA was associated with a higher risk of complications compared with drug-coated balloon angioplasty (DcBA) [OR, 0.05; 95% credible interval (CrI): 0.00 to 0.83], high-pressure balloon angioplasty (HBA) (OR, 0.04; 95% CrI: 0.00 to 0.69), and CBA (OR, 0.11; 95% CrI: 0.02 to 0.59). Subgroup analysis of AVFs did not detect any significant differences.In failing AVF and AVG stenosis, HBA might be a preferential option as it is related to a lower risk of complications and has numerically higher primary patency than DcBA and CBA. Further studies are needed to confirm these findings.2023 Annals of Translational Medicine. All rights reserved.