Natural vanilla beans are derived from the vanilla orchid plant and contain complex flavor compounds, while artificial vanilla, or vanillin, is a synthetic version of the main compound found in natural vanilla. Natural vanilla offers a richer, more nuanced flavor profile compared to the simpler, sometimes harsher taste of artificial vanilla.