This review analyzes recent mechanistic studies that have provided new insights into how the structure of a metal complex influences the rate and selectivity of baseassisted CÀ H cleavage. Partitioning a broader mechanistic continuum into classes delimited by the polarization between catalyst and substrate during CÀ H cleavage is postulated as a method to identify catalysts favoring electrophilic or nucleophilic reactivity patterns, which may be predictive based on structural features of the metal complex (i. e., oxidation state, d-electron count, charge). Multi-metallic cooperativity and polynuclear speciation also provide new avenues to affect energy barriers for CÀ H cleavage and site selectivity beyond the limitations of single metal catalysts. An improved understanding of mechanistic nuances and structure-activity relationships on this important bond activation step carries important implications for efficiency and controllable site selectivity in non-directed CÀ H functionalization. Figure 1. Early reports on alkenylation of organopalladium intermediates generated through (a) transmetalation, (b) oxidative addition, or (c) CÀ H bond cleavage.