Valuable and invaluable are not antonyms, but the prefix in-still means not. M-W explains: Valuable and invaluable do mean similar things, but the in-in invaluable isn't playing any tricks. It simply means "not." We think of valuable as meaning "having a great deal of value," as in "valuable jewelry" or "learned a valuable lesson." More @Wikipedia
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