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This research explores how the United States Air Force Physical Fitness Test (AFPFT) events compare to sister-services' physical fitness test events with respect to their predictability of combat capability. Multiple regression tools, non-parametric analyses, and chi2 contingency table hypothesis testing were utilized to test hypotheses about performances and determine associations between involved variables. AFPFT scores had minimal predictability (adj R2 0.2045) [but improved when raw data replaced scoring sheets, pushups have no maximum, and abdominal circumference and age are removed (adj R2 0.7703)].