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FMCSA safety contributes 25%, built from five SAFER dimensions with unsafe-driving and hours-of-service weighted 2× heavier. Benefits contribute 25%, scored separately for W2 versus owner-operator and 1099 carriers. Operational performance — application responsiveness and fleet scale — contributes 20%. 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