Cancer cells produce more lactic acid due to their high rate of glycolysis. This metabolic reprogramming allows cancer cells to generate ATP rapidly, although less efficiently than oxidative phosphorylation. The high rate of glycolysis also supports the biosynthetic needs of rapidly dividing cells by providing precursors for nucleotide and amino acid synthesis.