A single word can have two different antonyms which are not synonyms of one another. For example, synonymy (the condition of two words having the same meaning) has antonyms antonymy (the condition of two words having opposite meaning) and polysemy (the condition of one word having multiple meanings).
Also, "synonymy," "antonymy," and "polysemy" are cool words.