How is antithesis different from simple contrast?

Simple contrast just points out differences. Antithesis places opposing ideas in parallel grammatical structures, creating balance and rhythm. 'This is expensive but that is cheap' is contrast. 'It is not the price that defeats us, it is the value that eludes us' is antithesis.