A new and distinct variety of white flat nectarine tree, denominated ‘CAKEPEARL’, has a large flat fruit of very long shelf life without alteration after harvesting, a semi-sweet white flesh of high eating quality and an attractive homogenous purple red skin color. The tree is of large size and is vigorous. Fruit can be consumed crunchy or at maturity.