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Bitcoin miners can not be re-purposed. They take a header input and output only nonces, not hash results.

I think the point is that if there's a bitcoin miner doing 2GH/sec for $19, the operation is cheap.

No, the cost is due to scale. Producing ASIC chips involves millions of dollars of setup.