Why can different products be formed at the cathode or anode when using electrolysis on aqueous solutions?

There will be hydrogen and hydroxide ions from the water and the ions from the compound. This means that when the ions are discharged, the ones that form at the electrodes will depend completely on the relative reactivity of the ions in the solution.