INTRODUCTION: Metabolic dysregulation is a hallmark of Alzheimer's disease (AD), with numerous studies characterizing metabolic pathways associated with AD onset and progression. A limitation of these studies has been a focus on non-Hispanic white participants. Despite evidence that AD prevalence, progression, and biomarkers differ across ethnoracial groups, it remains unclear whether previously identified metabolic dysregulation in AD brains generalizes across populations. METHODS: We analyzed metabolomics data from 547 postmortem brain tissue samples of Hispanic American, Non-Hispanic African American, and White subjects, providing the largest multiethnic AD brain cohort to date. A metabolome-wide association study examined how relationships between metabolite abundance and AD neuropathology varied by ethnoracial group. RESULTS: Forty-eight metabolites exhibited significant heterogeneity with tau pathology (Braak stage), with enrichment in tricarboxylic-acid-cycle intermediates and sphingolipid-ceramide pathway lipids, and with metabolite-tau associations driven predominantly by the Hispanic American and non-Hispanic White groups. DISCUSSION: These findings reveal ethnoracial-specific metabolic signatures of tau pathology and emphasize the need to evaluate emerging therapeutic targets across diverse groups.