It won't be a flood into the market. The hardware makers are stuck in their contracts and I'm sure they'd much rather sell those GPUs/RAM on the open market since it's worth a lot more now than when the contract was signed.

It'll change nothing for about six months, then we'd see some temporary price drops until non-AI business start buying them up to do local inference.