contrary has 6 distinct synonyms spread across 3 of its 7 senses. Each sense below keeps its own list, because a synonym belongs to a meaning and not to a word: swapping one sense's substitute into another sense's sentence is how a thesaurus makes writing worse. WordNet records no antonym for it — antonymy is a relation between word forms rather than concepts, so it is deliberately sparse.
Counts are distinct word forms across every sense. A synonym that appears under three senses is counted once here and shown three times below, under each sense it belongs to.
a relation of direct opposition
“we thought Sue was older than Bill but just the reverse was true”
exact opposition
“public opinion to the contrary he is not guilty”
a logical relation such that two propositions are contraries if both cannot be true but both can be false
2 of the 7 recorded senses carry no synonym, antonym or related term, so they are not shown above. Every sense, with its definition and examples, is on the full entry for contrary.
Synonyms, antonyms and the broader and narrower relations for contrary come from Princeton University’s WordNet. Full sources and licences.