WordNet records no synonym and no antonym for adagio. It is the only member of each of its synsets, which is common for technical, taxonomic and single-sense vocabulary — there is no other English word that means the same thing. The broader and narrower terms below are the useful relations in that case.
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.
(music) a composition played in adagio tempo (slowly and gracefully)
“they played the adagio too quickly”
a slow section of a pas de deux requiring great skill and strength by the dancers
2 of the 4 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 adagio.
Synonyms, antonyms and the broader and narrower relations for adagio come from Princeton University’s WordNet. Full sources and licences.