hardware PM market analysis — 2026-10-07

Hardware demand this session splits along a familiar line: artificial intelligence infrastructure investment on one side, rising build costs on the other. Marvell’s decision to lift its 2028 revenue target points to sustained enterprise appetite for dedicated AI chips, and separate analysis frames accelerators as an increasingly central line item in data-centre budgets as conventional processors struggle to keep pace with AI workloads economically.

That strength sits awkwardly alongside conditions further down the hardware chain. PC builders are contending with higher costs and less predictable supply across processors, storage and graphics components, and memory suppliers appear to be weighing near-term profitability against the risk that aggressive capacity choices now could leave them oversupplied later.

Taken together, the sector reads as two-speed. Infrastructure-facing hardware tied to AI deployment looks well supported, while consumer and workstation-facing hardware faces cost and availability friction that could delay upgrade cycles.