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As mentioned make sure you are comparing apples with apples as the inclusions like grats, fees, taxes, drinks, etc can be half the cost or more. Also be aware that unless paying in full the conversion of US to AUD will change, perhaps better, perhaps not.
If after all that, the US site is better, than certainly book with them or even direct.