A new and distinct variety of white flat nectarine tree, denominated ‘CAKELOVE’, has flat fruits of very long shelf life without alteration before and after harvesting, and with a semi-sweet white flesh of high eating quality, with a slightly pink pigmentation, and an attractive luminous purple red blush, with a red background. Fruits can be consumed crunchy or melting.