What the AI Memory Squeeze Means for PCs
The AI memory squeeze is a market shock where soaring AI server demand for DRAM and NAND flash drains supply from PCs, sending memory prices to record highs and forcing computer makers to raise prices, cut specs, or sacrifice margins as they compete with data centers for the same limited components. DRAMeXchange reports commodity PC DDR4 8Gb at USD 20 (approx. RM92) in May, up from USD 16 (approx. RM74) in April, the highest level since tracking began. TrendForce adds that DRAM contract prices jumped 40–50% in the latest quarter after a 100–115% surge earlier. NAND multi-level cell 128Gb hit USD 26.51 (approx. RM122), its 17th consecutive monthly increase. With NAND revenue ballooning 3.5x to USD 46 billion (approx. RM212 billion), memory makers are increasingly focused on AI infrastructure, leaving the consumer PC market to absorb the fallout.
Record DRAM and NAND Prices as AI Servers Dominate Supply
AI server demand is now the main engine behind DRAM prices rising and NAND flash prices climbing to historic levels. High-bandwidth memory and advanced DRAM tied to AI GPUs have created what UBS calls a "tight market" where some memory prices have spiked by as much as 414%. PC manufacturers report paying 110% more for memory in the first quarter of 2026 to secure supply in this memory chip shortage. TrendForce notes DRAM contract prices are up 40–50% quarter-on-quarter, while NAND prices have risen around 280% since early last year. Enterprise buyers linked to Agentic AI deployments already account for 43% of total NAND demand and may pass 60% by year-end. In this environment, memory makers prioritize higher-margin AI server demand, leaving commodity DRAM and NAND for PCs both scarce and expensive.
PC Prices Climb as Component Costs Bite
Rising PC component costs are now plainly visible to buyers. Context data shows average notebook prices up 11.4% and desktop prices up 10.5% over the past year, even as unit shipments fell. The cost of memory has more than quadrupled in 12 months, and wholesalers report a clear shift toward higher-end devices as PC makers try to offset expensive RAM and SSDs with richer margins. Many resellers stocked aggressively in Q1 to get ahead of DRAM prices rising and NAND flash prices before further hikes. When those inventories slowed in early Q2, revenues still grew because average selling prices kept climbing. This pattern signals that even if volumes stay flat or decline, PCs will stay pricier as long as the memory chip shortage persists and AI server demand soaks up supply.
Dell and the New Economics of PC Memory
Dell illustrates how AI reshapes PC market economics. The company reported 88% annual revenue growth and a 757% jump in AI server revenue in its latest quarter, while net income climbed to USD 3.44 billion (approx. RM15.8 billion). UBS says Dell’s supply chain has so far "deftly" managed sharp DRAM and NAND cost increases but warns the impact of rising memory costs will be more severe in the second half of 2026 and into early 2027. To secure DRAM and NAND, Dell and peers have been paying up, with some memory segments seeing price hikes of 414%. As AI servers consume more HBM and DRAM capacity, standard PC RAM and SSDs inherit higher input costs, squeezing OEM margins and nudging PC prices higher even when demand is lukewarm.
How AI-Driven Memory Demand Will Shape Future PC Pricing
Industry analysts expect RAM and SSD prices to stay elevated because AI infrastructure is still in its early build-out phase. Counterpoint Research reports NAND revenue at USD 46 billion (approx. RM212 billion) in a single quarter, already surpassing all of 2023’s NAND revenue, with Samsung, SK hynix, Kioxia and rising player YMTC racing to expand capacity. Yet those new wafers are primarily aimed at AI data centers, edge AI, communications networks and smart manufacturing, not budget laptops. With DRAM and NAND flash prices already up several hundred percent from recent lows and enterprise AI projected to take an even larger share of supply, consumers can expect higher baseline PC prices, slower declines in RAM and SSD costs, and more frequent trade-offs between performance and affordability in the coming years.
