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The increased fruit load for coffee plants can modify foliar formation. The objective of this study was to evaluate the relationship between vegetative growth and fruit loads in C. arabica progenies. The experiment was carried out on three-year-old trees and with seven progenies. A population of 54 plants was established, and the growth of leaves, branches, and dry mass accumulation per branch were evaluated, and growth indices were calculated. Likewise, height, number of productive branches, and fruits per plant were estimated for each progeny. Four groups were defined according to fruits per branch, where G1 and G2 grouped around 75% of the CU1819 and CU1825 population, which registered between 75 to 95 fruits per branch on average. The principal components analysis explains the alterations for the leaf formation and dry mass accumulation with loads greater than 75 fruits per branch. On the other hand, for each plant, an average of 174.92 cm in height, 39 productive branches, and 1,337 fruits were reported. These results indicate that with more than 75 fruits per branch, there is a negative correlation with vegetative growth; likewise, shared and specific phenotypic traits in the population of plants were identified, which highlights the usefulness of multivariate analysis for studies of the genetic diversity of coffee varieties developed in Colombia.