A new and distinct cultivar of Gaura plant named `Pink Lady`, characterized by its upright, compact and mounded plant habit; freely branching growth habit; dense and bushy appearance; short flowering stems; flowers positioned just above the foliage; freely flowering habit; long flowering period; and pink-colored flowers.