Provided the price difference is relatively modest, I would suggest that you purchase from a local store and support the economy, jobs etc.
However, I am not a supporter of the Australia Tax, where we pay more for goods simply because we live on the other side of the globe, so if you think the supplier is gouging then that is a different matter.