Billions in data center spending fuel a rivalry between Nvidia and AMD. While Nvidia dominates the current market, AMD competes for a slice of the AI accelerator pie. This battle centers on hardware margins and supply chain scale. Investors must now decide if AMD offers a better value entry point.