They're almost the same because they're both in the pea family, and both grow under the ground. Peanuts (Arachis hypogaea) come in several varieties, including Spanish, Virginia, runner, and Valencia, and are more common in the Americas. Groundnuts (Vigna subterranea) are more commonly used in West Africa. The flavor is similar, and you can use them interchangeably.