hardware AM market analysis — 2026-09-22
Hardware markets remain anchored to the build-out of AI computing infrastructure, with demand running through accelerators, networking, storage and the systems that support them. GPU pricing has eased from its mid-2026 peak, but flagship cards still carry a premium, pointing to scarcity that is concentrated at the top end of the product stack rather than resolved across the board, according to Aliteq.
Export controls are lending strategic weight to advanced packaging, testing and semiconductor equipment, stages that CSET and Deloitte Insights describe as central to how AI-chip supply chains function. NVIDIA’s own material on accelerated networking suggests data-centre demand is broadening beyond processors into networking and storage components, a theme echoed by ENCOR Advisors’ account of integrated data-centre hardware.
Taken together, the sourced picture is one of moderating headline prices alongside persistent constraints in the segments that determine how quickly AI capacity can actually scale. That mix keeps the near-term outlook dependent on packaging and testing throughput, and on how facility power and deployment plans keep pace with accelerator demand.
Worth Tracking
- Flagship GPU scarcityPersistent premium on top-end cards would indicate constraints remain concentrated at the high end, per Aliteq.
- Packaging and testing capacityDeloitte Insights flags these stages, alongside select equipment, as increasingly strategic under export controls.
- Accelerated networking uptakeNVIDIA's material points to DPUs and SuperNICs broadening data-centre hardware demand beyond GPUs.
This analysis was generated automatically and is for information only — not financial advice.