hardware AM market analysis — 2026-10-14

Hardware is splitting into two distinct stories this session. On the consumer side, PC and workstation component pricing is facing renewed upward pressure, with reporting pointing to shifting manufacturing capacity and supply conditions rather than a single clear cause. On the infrastructure side, capital continues to move toward AI-specific hardware: Applied Materials has opened a large collaborative semiconductor research facility bringing major chipmakers and memory suppliers together, while technology firms are increasingly developing custom processors to gain more control over AI inference costs and reduce dependence on merchant GPU supply.

Data-centre build-out is reinforcing this divide. AI system designs are pushing attention toward higher-voltage power distribution and new connectivity standards, a sign that infrastructure spending is being planned around AI workloads specifically rather than general compute demand. The near-term read is a market where consumer hardware absorbs cost pressure while AI infrastructure investment keeps expanding, and that divergence looks set to continue while component supply stays tight.