Apart from the important trans-dihydrido-transition metal catalysts containing polydentate phosphine, diamine or pincertype ligands, the catalytic role of trans-dihydride complexes with monodentate ligands is generally neglected given their inferior thermodynamic stability compared to the cis isomers. This way however, a mechanistic investigation about selectivity loses important details as more prominent catalysts provide multiple competing pathways towards the desired product. Here, we used the hydrogenation of cinnamaldehyde as model reaction to gain theoretical insight about whether the water soluble ruthenium trans-dihydride complexes, trans-[Ru(II)H 2 P 3 L] (P=PPh 3 in the model, monosulfonated PPh 3 (mtppms) in experiments, L=H 2 O or P), are, indeed, feasible catalytic species as suggested on the basis of experimental investigations. After evaluating numerous catalytic cycles, we found that the consideration of thermodynamically accessible trans-dihydrides provides two viable competing reaction channels. The key feature of the mechanisms is the inclusion of explicit solvent (water) molecules, which allows the separation of substrate hydrogenation from the rate determining catalyst regeneration, where the HÀ H activation occurs. We found that the former determines the selectivity towards carbonyl hydrogenation through the more favorable hydride transfer to the carbonyl carbon.