Background: Achieving rapid and complete vascular recanalization in patients with acute large vessel occlusion can significantly improve patients’ prognosis. Objective: We aimed to investigate the potential contribution of the first-pass effect (FPE) to the clinical outcome of patients with acute vertebrobasilar artery occlusion (VBAO). Methods: We retrospectively analyzed the data of patients who underwent endovascular thrombectomy (EVT) caused by VBAO in a multicentered retrospective registry dataset. FPE was defined as successful recanalization [modified thrombolysis in cerebral infarction (mTICI) 2b/3 as modified FPE (mFPE); mTICI 3 as true FPE (tFPE)] after one pass of the device without rescue therapy. The baseline characteristics and procedural and clinical outcomes were analyzed. Multivariate analysis was used to explore the predictors of FPE and the relationship between FPE and 90-day prognosis. Results: A total of 508 patients (age, 63.7 ± 13.1 years, male, 71.6%) were finally included, 29.9% (152/508) of whom achieved mFPE, and 21.1% (107/508) of whom achieved tFPE. FPE was significantly associated with improved clinical outcomes, regardless of mFPE [odds ratio (OR): 0.601, 95% confidence interval (CI): 0.370–0.977, p = 0.040] and tFPE (OR: 0.547, 95% CI: 0.318–0.940, p = 0.029). The use of contact aspiration, favorable collateral status, cardioembolic etiology, and basilar artery occlusion were statistically significant predictors of mFPE and tFPE, whereas hypertension was a negative predictor. Intravenous (IV) recombinant tissue plasminogen activator (rt-PA) prior to EVT was a positive predictor of mFPE but not of tFPE. Conclusion: FPE was associated with significantly favorable outcomes in EVT patients with VBAO. The predictors of FPE include infarct etiology, the site of occlusion, collateral status, EVT strategies, and IV rt-PA bridging strategies. Trial registration number: URL: http://www.chictr.org.cn/ ; Unique identifier: ChiCTR2000033211.