A new and distinct variety of white flat nectarine tree denominated ‘CAKEMOON’ has fruits with high eating quality and very long shelf life without alteration before and after harvesting, with a very well closed pistil cavity, a semi-sweet white flesh with a red pigmentation around and into the stone cavity, and an attractive luminous skin with a very high percentage of purple red blush on skin surface, on a red background.