Memory shortages and price increases continue to escalate. To avoid even higher prices, vendors are shipping products sooner rather than later. However, two major notebook ODMs, Quanta and Compal, have both reported that they have not seen any early pull-in effects. Both companies stated that first quarter 2026 NB shipments will still decline double digits quarter-on-quarter, with the seasonal slow period still evident.