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The bitcoin exchange rate as I type this is ~$19,000.
If you are willing to pay at the rate of $19,100 per bitcoin at this moment, then bitcoin is not scarce.
If you only want to pay at the rate of $18,900 per bitcoin at this moment, then bitcoin is scarce.
So your question doesn't make sense to me. It ceases to be scarce at a certain price.