I agree with your siblings. Although I do my best to appreciate every gift I receive, nothing beats being able to choose what I really want.
One other way your gift can also not be undervalued is if you were told specifics concerning the desired gift. Thus when you now get them the gift, it will be really appreciated. The only risk here is that, they might ask for something above your budget.