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This study used latent profile analysis to identify heterogeneous executive function (EF) profiles among 453 Chinese preschoolers (aged 3–6) and their associations with social-emotional competence (SEC). Four profiles emerged: High-Achieving (80.57%, strong EF); Balanced-Moderate (5.08%, moderate EF); Extremely Low inhibitory control (6.84%, severe IC deficits); and High IC–Low working memory (7.51%, strong IC with WM deficits). These profiles were differentially associated with SEC, with the High-Achieving group outperforming others in emotional regulation, initiative, and behavioral concerns. Component-specific profiles revealed nuanced mechanisms: IC deficits impaired behavioral regulation, while WM limitations constrained initiative, supporting the differentiated EF hypothesis. The High-Achieving profile’s dominance likely reflects Chinese cultural and socioeconomic advantages, underscoring the need for tailored interventions.