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The gifted and talented program, Talent Identification and Career Exploration (TICE), explored domain-specific psychosocial strengths among high-ability middle school students in a U.S. Midwestern state. To understand how individual strengths varied across domains, we aimed to identify patterns among students based on their domain-specific psychosocial strengths over the TICE program. Students self-reported their STEM and Humanities psychosocial strengths, including academic self-efficacy, outcome expectations, interests, and goals, at two time points. Data from 111 students were used for k-means cluster analysis and chi-squared analysis. Based on STEM and Humanities psychosocial strengths, three patterns were identified, which varied across student race. This study informs the development of individualized support to enhance high-ability students’ psychosocial strengths.