Artificial intelligence is reshaping the chip industry in ways that extend well beyond the flashy GPU market — and two legacy players are now squaring off for a slice of the boom. According to Yahoo Finance, the growth of AI inference workloads in data centers is driving up demand for server CPUs, a market currently dominated by AMD and Intel.

Inference — the process of running a trained AI model to generate responses or predictions — requires enormous computing power at scale. As businesses deploy AI tools across their operations, the hardware sitting inside data centers to handle those requests becomes a critical bottleneck, and a lucrative opportunity.

Analysts at The Motley Fool, Yahoo Finance, and The Globe and Mail have all taken up the question of which chipmaker is the better bet for investors looking to capitalize on this trend. The comparison cuts to the heart of a broader industry debate: AMD has been aggressively gaining ground on Intel in recent years, while Intel is working to reassert itself after a turbulent period of missed execution and strategic pivots.

Both companies sell server processors that sit at the core of data center infrastructure, and both are positioned to benefit as AI inference demand climbs. The question investors are asking is which has the stronger product roadmap, margins, and market momentum to convert that tailwind into shareholder returns.

The stakes are high: as AI moves from research labs into everyday enterprise software, the volume of inference tasks — not just model training — could dwarf what came before, making server CPU leadership one of the defining competitive prizes of the decade.