Introduction: Patient outcomes after Mechanical Endovascular Revascularization (MER) are dependent on both patient-specific and procedure-specific factors. The pial collateral perfusion to the ischemic penumbra during a cerebral large vessel occlusion (LVO) is one of the most important factors in overall patient outcome. Using our technique of Quantifying of Pial Collateral Perfusion (QPCP) previously described, patient outcomes after MER for cerebral LVO were assessed. Methods: Fifty consecutive patients with proximal middle cerebral artery M1 occlusions for whom QPCP were recorded were included in the study. In addition to patient demographics, the primary outcomes investigated were National Institutes of Health Stroke Scale (NIHSS) scores post-procedure reduction compared to pre-procedure score, and modified Rankin Scale (mRS) score at 30-day and 3-month follow-up. In addition, overall stroke volume, time spent in hospital, and the incidence of hemorrhagic conversion were also assessed. Regression models were used to estimate the association between pial collateral perfusion pressure and the above outcomes. Results: Patients demonstrated for every 5-unit increase in pial collateral perfusion pressure (measured in mmHg) an association with a 0.54-unit decrease in the post-procedure NIHSS score with a P-value of 0.07 (β= -0.54; 95% CI -1.12,0.03). A 5-unit increase in pial collateral perfusion pressure was also associated with 11% lower odds of having a 30-day mRS of 4-5 vs. 0-1 or 2-3 with a P-value of 0.18 (OR=0.89; 95% CI 0.75,1.06). A higher pial collateral perfusion pressure was also associated with a 0.07-unit decrease in the log of the stroke volume (P-value - 0.32). There was no association with higher pial collateral perfusion pressure and incidence of hemorrhagic conversion on post-procedure imaging. Conclusions: The QPCP is an objective measure for predicting patient outcomes after MER for cerebral LVO. Higher pial collateral perfusion pressures are associated with greater improvements in post-reperfusion NIHSS scores and 30-day mRS scores.