Stockpile 10 years worth of the entire west's consumption of rare earth minerals? That's not gonna be cheap. Would China even have the production capacity to handle it in a reasonable time frame?

Would China even want to sell it, even if they could? Letting a country stockpile doesn't seem in their interest: the whole reason you want to do it is to reduce reliance on them, they'd probably want to keep you hooked