You've got it backwards.

NVidia was selling its GPUs at a price well below what the market would bear so that they could pick and choose customers and make demands of them, like insisting that OpenAI not oppose their plans to sell to China.

So I expect that if they get a CEO who is more conventional and stays out of politics prices are going to go up.