The strategy term would always explain variance (type 3 ANOVA, p-values ranged between 2.89•10 -15 and p < 10 -16 , see Table in the Supporting Information). The models showed different behaviour in imbalance-sensitive and insensitive metrics (Table of the Supporting Information). Pairwise comparisons of the strategy term coefficients using Tukey's method would point to two apparently conflicting scenarios (Figure of the Supporting Information), further confirmed when prioritizing the strategies according to their expected performance through the linear models (Figure and Table Baseline-adjusted performance A descriptive plot of the adjusted metrics (Figure ) pointed to a different scenario than that of the the adjusted ones (Figure ).