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Abstract Objectives This study aimed to investigate the association between salivary matrix metalloproteinase‐1 (MMP‐1) and clinicopathological parameters of oral cavity squamous cell carcinoma (OSCC) and compare the prognostic efficacy of salivary MMP‐1 and other established circulating markers for OSCC. Methods Saliva specimens from 479 OSCC subjects were examined using an enzyme‐linked immunosorbent assay. The area under the curve (AUC) values of salivary MMP‐1 and other markers were calculated, and survival analyses were conducted using Kaplan–Meier and multivariate regression methods. Results Salivary MMP‐1 showed good discrimination in predicting overall survival, with an AUC of 0.638, which was significantly higher than that of albumin (0.530, p = .021) and Charlson comorbidity index (0.568, p = .048) and comparable with neutrophil‐to‐lymphocyte ratio (0.620, p = .987), platelet‐to‐lymphocyte ratio (0.575, p = .125), and squamous cell carcinoma antigen (0.609, p = .605). Elevated levels of salivary MMP‐1 were significantly associated with higher pT classification, pN classification, overall pathological stage, positive extranodal extension, tumor differentiation, positive lymphovascular invasion, positive perineural invasion, and tumor depth (p all |