AI Demand Crowds Out Consumer DRAM as PC and Mobile Brands Cut Output
TrendForce's September bulletins describe a DRAM market where AI infrastructure demand is displacing consumer supply and long-term agreements lock out smaller buyers. PC and mobile brands are cutting output or exiting low-margin lines, while QLC demand lifts enterprise SSD contract prices even as NAND spot stays weak.
TrendForce's DRAM Market Bulletin for September 16 concludes that AI infrastructure demand is tightening DRAM supply, with PC and mobile brands cutting output and turning to alternative memory sources under mounting cost pressure. The research house flags three pressure points at once: a supply crunch in which AI demand crowds out consumer DRAM and long-term agreement lock-ins restrict smaller buyers, a PC segment where OEM price hikes are curbing notebook builds, and a mobile segment where memory cost inflation is pushing brands out of low-margin lines.
Contract pricing is still rising but the pace is slowing. TrendForce notes that PC DRAM quarterly contract prices continue to climb while gains have narrowed, leaving buyers and sellers in a stalemate; manufacturers retain bargaining power because baseline demand is rigid, but buyers are highly price-sensitive and are actively resisting steep increases. Crowded out by server demand, original manufacturers' future supply is expected to shrink significantly, and with spot prices firm vendors are pushing long-term agreements to lock in market visibility.
The demand destruction is already visible in unit terms. Rising end-market retail prices are suppressing consumer spending and driving a sharp drop in notebook shipments, and TrendForce cautions that channel restocking this year dims the 2027 demand outlook. On the mobile side, surging mobile DRAM costs have pushed brands to exit low-margin product lines and pilot alternative memory chip sources, a substitution trend that would have been unthinkable in a balanced market.
NAND is splitting along the same fault line. TrendForce's NAND Flash Market Bulletin reports that hyperscaler demand for QLC is lifting enterprise SSD contract prices, benefiting Korean and US suppliers most, while the spot market stays subdued on weak demand and cautious buyers keeping volumes thin. Higher memory costs are also delaying capacity upgrades on AI devices: with no local-AI killer application to justify the premium, consumers are opting for less and TrendForce expects the recovery to wait for cost relief or a new use case.