In 1813, Villatte led a division in the Army of the South at the Battle of Vitoria. In Marshal Nicolas Soult's reorganized army, he commanded the Reserve Division for the rest of the war. His division was present and/or engaged at the battles of the Pyrenees, the Bidassoa, the Nivelle, the Nive, Orthez and Toulouse.