The 2026 Memory Chip Shortage: How AI Data Centers Are Making Your Laptop and Phone More Expensive

This article has been reviewed and updated with the latest information.

The global memory chip shortage of 2026 has emerged as one of the most consequential supply chain crises in the technology industry’s recent history. Driven by an insatiable demand from AI data centers, the shortage is fundamentally reshaping the consumer electronics market, pushing prices higher for laptops, smartphones, and tablets while forcing manufacturers to make difficult allocation decisions. With data centers now consuming an estimated 70% of all memory chips produced worldwide, consumers are bearing the brunt of a structural shift that, SK Hynix’s own CEO warned in July 2026, will probably persist well beyond 2030.

This is not a typical cyclical shortage. According to IDC, Samsung, SK Hynix, and Micron – the three companies that control over 95% of global DRAM production – have systematically reallocated manufacturing capacity toward high-bandwidth memory (HBM) chips used in AI accelerators, leaving consumer-grade DRAM and NAND flash in critically short supply. The result: DRAM spot prices have surged nearly 700% over the past year, according to a July 2026 Bloomberg report, smartphone shipments are projected to decline 12.9% in 2026, and the PC market faces an 11.3% contraction. Here is the essentials of the memory chip shortage in 2026, why it is happening, and when it might end.

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What Is Driving the 2026 Memory Chip Shortage

The root cause of the 2026 memory chip shortage is a massive and accelerating reallocation of semiconductor manufacturing capacity from consumer electronics toward AI infrastructure. Hyperscale cloud providers – including Meta, Google, Microsoft, and Amazon – have been signing long-term supply agreements with memory manufacturers, effectively locking up production capacity for years at premium prices. These contracts guarantee that the world’s largest data center operators receive priority access to DRAM and NAND flash, while consumer device makers are left to compete for whatever remains. The squeeze has become concrete rather than theoretical: CNBC reported in March 2026 that major OEM clients were receiving only 50% to 66% of the memory volumes they had actually ordered, a shortfall that is forcing device makers to redesign products around whatever supply they can secure rather than what they planned for.

The demand from AI accelerators is staggering. NVIDIA’s B300 GPU, the latest in its Blackwell lineup, requires eight HBM (high-bandwidth memory) chips, each containing 12 individual DRAM dies. That means a single B300 GPU consumes 96 DRAM dies – and a fully configured DGX B300 system with eight GPUs requires 768 DRAM dies just for the HBM modules alone, not counting the system memory. AMD’s MI350, which competes directly with NVIDIA in the data center market, follows a similarly memory-intensive architecture. When you multiply these figures across the hundreds of thousands of GPUs being deployed in data centers worldwide, the scale of memory consumption becomes clear.

The scale of individual AI systems underscores why memory demand has become so extreme. Nvidia’s NVL72 rack, one of the company’s flagship AI infrastructure products, contains 13.4 terabytes of RAM – the equivalent of the memory found in roughly 1,000 high-end smartphones. A single rack installation absorbs what would otherwise supply memory for thousands of consumer devices, and hyperscalers are deploying these racks by the hundreds across their global data center footprint.

The situation has been compounded by underinvestment during the 2022-2023 memory market downturn. Samsung cut production by roughly 50% during that period, and the entire industry made little or no investment in new production capacity through most of 2024 and into early 2025. Thomas Coughlin, a senior member of IEEE Spectrum, noted that this extended period of capital expenditure restraint left the industry poorly positioned to respond when AI-driven demand surged in mid-2025. New fab capacity from Micron and SK Hynix will not reach volume production until 2027 at the earliest, creating a prolonged supply gap.

According to IDC’s latest analysis, reaffirmed in an October 2026 update reported by Singapore EDB, global DRAM supply growth in 2026 is projected at just 16% year-on-year, while NAND supply growth is expected to be 17% year-on-year – both figures well below historical norms that typically range between 20% and 30%. TrendForce, in that same coverage, now forecasts the overall memory market will reach $551.6 billion in 2026 and swell to $842.7 billion in 2027 – a 53% year-over-year jump that quantifies just how much revenue is flowing toward AI-driven memory demand. Deloitte’s own analysis puts a finer point on where that revenue is concentrated: AI server DRAM costs roughly doubled in Q1 2026 alone, and Deloitte expects a full 4x increase in AI server DRAM costs for all of 2026. McKinsey projects $7 trillion in data center spending through 2030, with $5.2 trillion AI-focused, meaning the pressure on memory supply will only intensify in the near term.

How the Memory Chip Shortage Is Impacting Consumer Electronics Prices in 2026

The most immediate and visible impact of the memory chip shortage is on consumer electronics pricing. IDC’s research manager Jitesh Ubrani has warned that PCs, tablets, and smartphones could see price increases of 10% to 20% by the end of 2026, making this potentially one of the most expensive years for consumer electronics in recent memory. IDC has since sharpened that range for handsets specifically, forecasting that average smartphone prices will rise 14% in 2026 alongside the 12.9% shipment decline the firm is projecting for the same year. The price increases are not uniform, however – they are hitting the lower end of the market hardest, where margins are thinnest and manufacturers have the least room to absorb higher component costs.

According to TrendForce’s March 2026 analysis, a mainstream notebook with a $900 MSRP could see its cost structure increase by nearly 40% when accounting for both memory and CPU price increases, though the retail price increase passed to consumers would be somewhat lower due to manufacturer margin compression. Intel has also raised CPU prices by more than 15%, creating a dual cost pressure on PC OEMs. The combination of more expensive memory and more expensive processors is forcing manufacturers like Dell and HP to cut low-end product lines entirely and focus on higher-margin premium devices.

Counterpoint Research has documented 10% to 20% price increases across some Android OEM portfolios as early as January 2026. The sub-$200 smartphone segment, which accounts for a significant portion of global smartphone sales, is expected to see a 20% dip in unit volumes as consumers delay purchases or opt for refurbished devices. Premium smartphones above $800 are more resilient, as buyers in that segment are less price-sensitive and manufacturers can better absorb component cost increases.

The bill-of-materials impact is now showing up in manufacturer disclosures directly. HP said in July 2026 that memory’s share of total laptop material costs jumped to roughly 35%, up from just 15% to 18% only one quarter earlier – one of the clearest single data points yet showing how fast the shortage is moving from spot-market abstraction to a line item on an actual notebook bill of materials. Smartphones are following the same trajectory: Counterpoint Research said in July 2026 that higher memory prices could push smartphone materials costs up by 15% or more in the coming quarters, a double-digit hit that mirrors what HP is already booking on the laptop side.

Price Impact by Product Category

Product CategoryProjected Price Increase (2026)Shipment Decline ForecastMost Affected Segment
Smartphones3-8% (varies by tier)-12.9% YoYSub-$200 budget phones
Laptops / PCs4-8% (moderate scenario)-11.3% YoYEntry-level notebooks
Tablets5-10%-8% to -10% YoY (est.)Budget Android tablets
Gaming Consoles3-5%-4% to -6% YoY (est.)Storage-heavy models
Automotive Electronics2-4%Marginal impactNavigation and infotainment
Networking Equipment5-8%-3% to -5% YoYEnterprise switches and routers

Data Centers Now Consume 70% of All Memory Chips Produced

Perhaps the most striking statistic of the 2026 memory chip shortage is the share of global production being consumed by data centers. According to Tom’s Hardware, citing IDC research, data centers are forecast to consume 70% of all memory chips produced worldwide in 2026. This represents a dramatic shift from historical norms – as recently as 2022, data centers accounted for approximately 20% to 30% of global DRAM consumption. The reversal has been swift and structural, driven by the explosion of large language models, generative AI applications, and the infrastructure required to train and serve them.

A follow-up report on July 6, 2026 reinforced that forecast, predicting that data centers will keep absorbing 70% of all memory chips manufactured worldwide through the rest of 2026 and into 2027 – a run-rate long enough, the report noted, to keep telecom equipment makers and other non-AI industries short of supply for at least the next two years.

The concentration of demand among a small number of hyperscale buyers has given those companies extraordinary pricing power. Meta, Google, Microsoft, and Amazon are negotiating long-term DRAM agreements that effectively guarantee supply at premium but stable prices, leaving the consumer electronics supply chain to absorb the volatility. Tarun Pathak of Counterpoint Research summarized the dynamic bluntly: “A lot of these memory companies are asking smartphone vendors to stand in line behind the hyperscalers.”

The shift is also being driven by a change in the type of memory being produced. HBM (high-bandwidth memory), which is essential for AI accelerators, commands significantly higher margins than standard DRAM modules used in consumer devices. Samsung, SK Hynix, and Micron have all been aggressively converting production lines to HBM, as the revenue per wafer for HBM is estimated to be three to five times higher than conventional DDR5. Fortune reported that HBM will consume 23% of total DRAM wafer output in 2026, up from roughly 19% the year before, quantifying just how much of the industry’s overall wafer capacity is now being diverted away from conventional memory. This economic incentive means that even as total memory production capacity grows, the share available for consumer devices continues to shrink.

The impact extends beyond just DRAM. NAND flash manufacturers are also shifting production priorities, and some are even converting NAND production lines to DRAM to capture higher margins in the AI-driven market. NAND contract prices already climbed 55% to 60% quarter-over-quarter in Q1 2026, TrendForce reported in February 2026, and TechInsights/TrendForce data published in July 2026 show a further 70% to 75% QoQ jump materializing in Q2 – a pace that A2 Global Electronics corroborated in its own June 2026 analysis, which found NAND price growth was actually outpacing DRAM for the first time in this cycle. This creates a cascading shortage that affects everything from smartphone storage to laptop SSDs, further contributing to consumer price increases across the board.

Memory Chip Shortage Market Data: DRAM and NAND Supply vs Demand in 2026

Metric202420252026 (Projected)Historical Norm
DRAM Supply Growth (YoY)~22%~19%16%20-30%
NAND Supply Growth (YoY)~24%~20%17%25-35%
Data Center Share of DRAM~35%~55%~70%20-30%
HBM Revenue Share of Total DRAM~12%~25%~38% (est.)N/A
Average DRAM Price Change+15%+45%+80-100%Cyclical
Global Smartphone Shipments (bn)1.241.261.12 (est.)1.2-1.4
Global PC Shipments (M units)~265~270~240 (est.)260-300

Expert Reactions: What Analysts Are Saying About the Memory Crisis

Industry analysts have been remarkably unified in their assessment of the severity and duration of the 2026 memory chip shortage. Nabila Popal, Senior Research Director at IDC’s Worldwide Quarterly Mobile Phone Tracker, offered one of the most sobering assessments: “The memory crisis will cause more than a temporary decline; it marks a structural reset of the entire market, fundamentally reshaping the long-term TAM [total addressable market], the vendor landscape, and the product mix.” Popal’s use of the term “structural reset” signals that IDC does not view this as a typical cyclical downturn but rather a permanent shift in how memory production is allocated.

Yang Wang, Principal Analyst at Counterpoint Research, provided specific timeline guidance: “The impact is expected to continue through H2 2027, as it will take several quarters for memory supply expansion to materialize. Lower-end smartphones are likely to be affected the most, especially as LPDDR4 supply is shrinking faster than expected. OEMs are already responding with launch delays, streamlined portfolios, and specification trade-offs.” Wang’s observation about LPDDR4 is particularly significant because it is the memory standard used in most budget and mid-range smartphones. As production shifts to newer and more profitable LPDDR5X and HBM standards, older memory types are being deprioritized.

TrendForce’s Avril Wu, who has been tracking the memory market for two decades, called this “the craziest time ever” in the history of the memory industry. The characterization reflects not just the magnitude of the price increases but the unprecedented nature of the demand driver. Unlike previous memory shortages, which were typically caused by natural disasters, production accidents, or coordinated supply cuts, the 2026 shortage is being driven by a genuine surge in demand from the AI sector that shows no signs of abating.

Intel CEO Lip-Bu Tan added to the chorus of concern, stating bluntly that “there’s no relief until 2028.” While Intel is primarily a CPU manufacturer rather than a memory producer, the company’s perspective is informed by its close relationships with PC OEMs and its own understanding of the broader semiconductor supply chain. Tan’s timeline aligns with IDC’s projection that meaningful supply relief will not arrive until new fab capacity comes online in 2027-2028.

Cisco has also felt the impact directly. Bloomberg reported in February 2026 that memory price surges hit Cisco’s stock, with the company facing potential 200-basis-point margin erosion in Q4 as networking equipment requires increasingly expensive memory modules. The Cisco situation illustrates how the shortage extends well beyond consumer electronics into enterprise infrastructure.

Perhaps the most striking warning came from outside the traditional chip industry. Tesla CEO Elon Musk stated in late January 2026 that the company faces a “chip wall,” describing the constraint as forcing a stark choice to “hit the chip wall or make a fab.” Musk’s comments reflect how the DRAM shortage is spilling into sectors far beyond consumer electronics – Tesla’s autonomous driving and AI training ambitions depend on the same memory supply that smartphones and laptops require, and even a company with Tesla’s resources is hitting allocation limits.

Competitive Implications: Winners and Losers in the Memory Chip Shortage

The memory chip shortage is creating clear winners and losers across the technology industry. On the winning side, the three major memory manufacturers – Samsung, SK Hynix, and Micron – are enjoying significantly higher margins as DRAM prices surge. SK Hynix, which has been the leading supplier of HBM chips, has seen its revenue from AI-related memory products more than triple since 2024. Samsung and Micron have similarly benefited from the shift toward higher-margin HBM production, even as their consumer memory divisions face volume declines.

Among consumer device makers, Apple is arguably the best positioned to weather the shortage. The company’s massive purchasing power and long-term supply agreements give it priority access to memory at favorable prices, and its premium pricing strategy means it can absorb component cost increases more easily than competitors. Apple has nonetheless raised MacBook Pro prices by up to $400, reflecting the magnitude of the cost pressure even for the world’s most profitable tech company.

Samsung’s dual role as both a memory manufacturer and a consumer device maker creates an interesting competitive dynamic. While Samsung’s semiconductor division profits from higher memory prices, its mobile division faces the same cost pressures as competitors. The company’s ability to vertically integrate and allocate memory from its own production gives it a structural advantage over competitors like Xiaomi, Oppo, and Vivo, which must purchase memory on the open market at spot prices that have surged nearly 700% over the past year, Bloomberg reported in July 2026.

Chinese smartphone manufacturers are among the hardest hit. Companies like Xiaomi, Oppo, and Vivo operate on thin margins in the highly competitive mid-range and budget segments where price increases are most damaging. These companies lack the purchasing power of Apple or the vertical integration of Samsung, leaving them exposed to volatile spot market prices. Several Chinese OEMs have already responded by delaying product launches, reducing the number of SKUs in their portfolios, and making specification trade-offs such as offering less RAM or storage in their mid-range devices.

In the PC market, Dell and HP are pivoting toward higher-margin premium products while cutting entry-level models that cannot sustain the higher component costs. Lenovo, which holds the largest share of the global PC market, has similarly adjusted its product mix. The net effect is that budget computing options are becoming scarcer, potentially widening the digital divide for cost-sensitive consumers and educational institutions that rely on affordable hardware.

OEM Margin Compression and Supply Contract Shifts

The ripple effects of the 90% Q1 2026 DRAM price surge are forcing fundamental changes in how device manufacturers operate. As of April 2026, OEMs including Apple and Samsung have signaled margin compression across their consumer device portfolios, acknowledging that absorbing the full extent of memory cost increases is no longer sustainable. Apple, despite its unmatched purchasing power and long-term supply agreements, has raised MacBook Pro prices by up to $400 – a move that underscores the severity of the supply imbalance even for manufacturers with the strongest negotiating positions.

Samsung faces a particularly complex challenge as both the world’s largest memory manufacturer and a leading consumer device maker. While Samsung’s semiconductor division benefits from surging HBM margins, its mobile and PC divisions must compete for the same constrained supply as rivals. Industry sources indicate that Samsung’s internal memory allocation policies are being scrutinized by competitors who argue the company’s vertical integration creates an unfair supply advantage during periods of acute shortage. Meanwhile, smaller Android OEMs without direct manufacturing relationships are being forced to accept spot-market pricing that has, in some cases, surged as much as 700% year-over-year as of July 2026.

Historical Context: How the 2026 Shortage Compares to Previous Memory Crises

The semiconductor industry has experienced several significant memory shortages over the past two decades, but the 2026 crisis is fundamentally different from its predecessors. The 2016-2017 DRAM shortage was driven by a demand surge from smartphone makers transitioning to higher-capacity memory modules, combined with production yield issues at Samsung and SK Hynix. That shortage lasted approximately 18 months and caused DRAM prices to roughly double before new capacity came online and prices normalized.

The 2020-2021 semiconductor shortage, triggered by the COVID-19 pandemic, affected a broader range of chips beyond memory but was fundamentally a logistics and demand-forecasting problem. Automakers who had canceled orders early in the pandemic found themselves at the back of the queue when demand rebounded, leading to production cuts across the automotive industry. That crisis was resolved relatively quickly once supply chains stabilized and new capacity came online.

The 2026 memory chip shortage differs from both precedents in several critical ways. First, the demand driver – AI infrastructure – represents a structural and growing source of consumption rather than a temporary surge. AI model sizes are increasing by roughly 10x per year, and inference workloads are scaling even faster as AI applications move from research labs into production deployments. Second, the economic incentive for memory manufacturers to prioritize AI over consumer products is far stronger than in previous shortages, because HBM commands margins three to five times higher than conventional DRAM. Third, the current shortage is compounded by years of underinvestment during the 2022-2023 downturn, when manufacturers cut production and delayed capacity expansions.

The combination of these factors has led IDC to label this a “permanent reallocation” of capacity rather than a cyclical shortage. If that assessment proves correct, consumer electronics may never return to the relatively cheap memory prices of the 2020-2024 era, even after new capacity comes online. The AI industry’s willingness to pay premium prices for memory creates a new floor beneath which prices are unlikely to fall, as manufacturers will always have the option of converting consumer memory production lines to more profitable AI-focused products.

The HBM Factor: Why AI Memory Is Cannibalizing Consumer Supply

High-bandwidth memory has become the critical bottleneck in the AI chip supply chain, and its production requirements are directly responsible for much of the consumer memory shortage. HBM is not simply regular DRAM packaged differently – it requires advanced 3D stacking technology, through-silicon vias (TSVs), and extremely precise manufacturing processes that make it more expensive and more time-consuming to produce than conventional memory modules.

Each generation of HBM has increased the number of DRAM dies stacked together. HBM3E, the preceding generation, used in most AI accelerators shipping in 2026, stacks 12 DRAM dies per package. The HBM4 standard, which Samsung began mass-producing in February 2026, pushes this to 16 dies per package. SK hynix has already moved past that milestone in the lab: Reuters reported in June 2026 that the company’s HBM4E samples had reached 16 Gbps per pin while delivering more than 20% better power efficiency than prior HBM generations. This means that each new generation of AI accelerators consumes proportionally more DRAM dies per chip, running faster and more efficiently, even as the total number of chips being deployed continues to grow.

SK Hynix, which has been the dominant supplier of HBM chips and the primary supplier to NVIDIA, has allocated an increasingly large share of its total DRAM production capacity to HBM. The company’s HBM production reportedly consumes DRAM wafers that could otherwise produce millions of conventional DDR5 modules for laptops and desktops. Samsung and Micron have followed suit, converting production lines and prioritizing HBM over standard memory products.

The revenue math makes the manufacturer’s decision clear. A single HBM3E module sells for roughly $60 to $100, compared to approximately $5 to $10 for a comparable amount of conventional DDR5 DRAM. When production capacity is constrained, rational manufacturers will always prioritize the product that generates the highest revenue per wafer. This economic dynamic is the fundamental driver of the consumer memory shortage, and it will not change until either AI demand moderates (unlikely) or sufficient new capacity is built (expected 2027-2028).

Q1 2026 DRAM Price Surge: The Numbers Behind the Crisis

The first quarter of 2026 brought the most dramatic price movement the memory industry has seen in years. TrendForce first flagged the scale of the move as early as February 2026, reporting that DRAM contract prices had risen 90% to 95% quarter-over-quarter, a spike that caught even seasoned analysts off guard. Independent tracking from NAND Research corroborated the scale of the move, pegging the conventional DRAM contract-price jump at 90% to 95% quarter-over-quarter in Q1 2026, and Hiper Global, citing TrendForce’s own figures, confirmed the same 90% to 95% quarter-over-quarter range for conventional DRAM contracts. Network World reported the per-unit mechanics behind that spike: DDR5 contract pricing surged to roughly $19.50 per unit, up from about $7 earlier in 2025. The primary driver was the concentration of production capacity: Samsung, SK Hynix, and Micron have collectively shifted 93% of their combined market production toward high-bandwidth memory (HBM) for AI data centers, leaving only a fraction of output for general-purpose RAM used in consumer devices.

This 93% HBM allocation rate represents a near-total reorientation of the memory industry’s priorities. As of April 2026, the remaining sliver of production dedicated to conventional DRAM is insufficient to meet even baseline consumer demand, forcing OEMs like Apple and Samsung to renegotiate supply contracts and accept margin compression on their device portfolios. A2 Global Electronics confirmed in June 2026 that the Q1 surge was only the opening act, with conventional DRAM contract prices climbing another 58% to 63% quarter-over-quarter in Q2 2026 alone. Goldman Sachs, cited by NAND Research in May 2026, now pegs the underlying shortfall at a 4.9% global DRAM deficit and a 4.2% NAND deficit for 2026 – hard numbers behind why the squeeze has proven so persistent. That Q1 surge proved to be just the beginning: after the 58% to 63% quarter-over-quarter Q2 follow-through, TrendForce’s own tracking shows conventional DRAM contract prices rising a further 13% to 18% quarter-over-quarter in Q3 2026, even as DRAM spot prices had already climbed nearly 700% over the trailing year by the time Bloomberg reported fresh data in July 2026 – consumers shopping for laptops and smartphones through the back half of 2026 are encountering price tags that trace directly back to this production reallocation.

Impact on the Smartphone Market: The Biggest Shipment Decline in a Decade

The smartphone market is facing what IDC calls the biggest shipment decline in over a decade. Global smartphone shipments are projected to fall from approximately 1.26 billion units in 2025 to just 1.12 billion in 2026 – a 12.9% decline that would be the sharpest annual drop since the global financial crisis of 2008-2009. The decline is being driven by a combination of higher device prices, reduced product availability, and consumer purchase deferrals.

The impact is not evenly distributed across the market. Counterpoint Research notes that premium smartphones above $800 are relatively insulated, as buyers in that segment are less price-sensitive and manufacturers like Apple and Samsung can absorb some cost increases. However, the sub-$200 segment, which includes many of the world’s most popular Android devices, is expected to see a 20% decline in unit volumes. This has significant implications for mobile internet adoption in developing markets where budget smartphones are the primary means of getting online.

LPDDR4, the memory standard used in most budget and mid-range smartphones, is being deprioritized by manufacturers in favor of the newer LPDDR5X standard and HBM. Yang Wang of Counterpoint Research specifically flagged that “LPDDR4 supply is shrinking faster than expected,” creating an acute shortage for the devices that rely on it. OEMs are responding in several ways: delaying launches, reducing the number of models in their portfolios, and making specification trade-offs such as offering less RAM or storage capacity than originally planned.

IDC projects that the smartphone market will see a modest 1.9% growth in 2027, with a stronger 5.2% rebound in 2028 as new memory capacity comes online. However, these recovery projections are contingent on AI demand growth not exceeding current forecasts – an assumption that many analysts view as optimistic given the pace of AI deployment. The market may be entering a new normal where smartphones are simply more expensive than they were during the memory-abundant years of 2020-2024.

PC Market Under Pressure: Entry-Level Computing at Risk

The PC market faces an 11.3% contraction in 2026, according to IDC, as memory cost increases combine with rising CPU prices to push average selling prices beyond what many consumers and businesses are willing to pay. TrendForce’s March 2026 analysis paints a particularly stark picture for the notebook segment, warning that the global notebook market faces “dual pressures from weak demand and rising component costs.”

Dell and HP, the two largest PC vendors by volume, have already begun cutting low-end product lines that cannot sustain the higher component costs. Entry-level Chromebooks and budget Windows laptops, which are heavily used in education, are seeing the steepest price increases relative to their original MSRPs. A $400 budget laptop that cost $350 to manufacture a year ago may now cost $450 or more to build, making it economically unviable at its original price point.

Enterprise PC refresh cycles are also being affected. Many large organizations had planned significant hardware refreshes in 2026, driven by Windows 11 requirements and the desire for AI-capable processors. These refresh projects are now being delayed or scaled back as procurement departments face budgets that no longer stretch as far. Gartner has noted that enterprise PC budgets may need to increase by 8% to 12% to maintain the same number of units, or organizations will need to extend the life of existing hardware.

The irony is that the same AI revolution driving memory prices higher is also increasing the memory requirements for consumer devices. AI features in laptops and smartphones – on-device assistants, real-time translation, image generation – require more RAM and faster memory than previous generations of software. This means that even as memory becomes more expensive, the amount of memory needed per device is increasing, creating a double squeeze on manufacturers and consumers alike.

How Samsung, SK Hynix, and Micron Are Responding to the Shortage

The three major memory manufacturers – Samsung, SK Hynix, and Micron – together control over 95% of global DRAM production and are at the center of the 2026 memory chip shortage. Each company is managing the tension between maximizing profits from AI-driven demand and maintaining relationships with consumer electronics customers who depend on their supply.

SK Hynix has been the most aggressive in pivoting toward AI memory. The company has been NVIDIA’s primary HBM supplier and has allocated the largest share of its production capacity to high-bandwidth memory. SK Hynix’s strategy has been richly rewarded – the company’s revenue from AI-related memory products has more than tripled since 2024, and its profit margins on HBM are estimated to be significantly higher than on conventional DRAM. SK Hynix’s demand visibility underscores just how tight the market has become: Everstream Analytics reported in January 2026 that SK Hynix had already sold out its entire 2026 HBM, DRAM, and NAND output as of October 2025 – meaning the company entered the year with essentially zero spare capacity to absorb any further demand spikes. The company has announced plans to expand HBM production capacity in both South Korea and the United States, but these facilities will not reach volume production until late 2027. SK Hynix’s own CEO, Kwak Noh-Jung, told Bloomberg on July 10, 2026 that even that expansion will not be enough – he said the memory-chip crunch will probably persist beyond 2030 and could last “until the next decade.”

Samsung, the world’s largest memory manufacturer, has taken a more balanced approach. The company has invested heavily in HBM production but initially struggled with yield rates that lagged behind SK Hynix. Samsung has since improved its HBM3E yields, and in October 2026 the company confirmed its 12-layer HBM4E had cleared NVIDIA’s validation process – a milestone that makes Samsung a qualified HBM4E supplier alongside its existing status as a qualified supplier for both NVIDIA’s HBM3E generation and AMD. On the consumer side, Samsung’s vertical integration gives it a unique advantage – the company can allocate memory from its own production to its Galaxy smartphones and laptops, giving those products a supply advantage over competitors. That advantage has not shielded outside buyers, however: CNBC reported that Samsung raised some memory-chip prices by as much as 60% versus September 2025 levels. Samsung has nonetheless cut production of older memory standards like DDR4 and LPDDR4 to free up capacity for more profitable products.

Micron, the only major American memory manufacturer, has positioned itself as a key supplier for both the AI market and the U.S. government’s efforts to onshore semiconductor production. Micron is prioritizing HBM and high-margin data center memory, consistent with the industry trend. Micron said it is in high-volume production of 36GB, 12-high HBM4. As long as AI demand keeps absorbing capacity, consumer memory supply is likely to stay constrained. Micron reported record fiscal fourth-quarter and full-year 2026 results on September 30, 2026, and said AI is driving historic semiconductor-industry growth. On the same date it began sampling 512GB ultra-dense DDR5 RDIMM modules capable of speeds up to 9,200 MT/s, and said it was shipping six-channel 1-gamma LPDDR5X for flagship mobile devices. On October 20, 2026, Micron announced an investment with Indium Corporation in New York critical-minerals processing, part of its plan to invest up to $3 billion in the U.S. supply chain. Its reported outlook has demand exceeding supply in 2027 and 2028.

Geopolitical Dimensions: US-China Chip Competition and the Memory Shortage

The memory chip shortage has a significant geopolitical dimension that is adding complexity to an already challenging supply chain situation. US export controls on advanced semiconductor technology to China have affected memory manufacturers’ ability to serve the Chinese market, while China’s efforts to build domestic memory production capacity through companies like YMTC (Yangtze Memory Technologies Corp) are progressing but remain years behind the technological frontier.

NVIDIA’s recent decision to restart chip production for China, reported by Bloomberg in March 2026, highlights the delicate balance between national security concerns and commercial realities. The AI chip and memory supply chains are deeply intertwined – limiting China’s access to advanced AI chips also reduces its demand for HBM, but the secondary effects on consumer memory markets are unpredictable. Some analysts suggest that redirecting HBM supply away from Chinese customers could theoretically free up some consumer memory capacity, while others argue that the total demand picture makes this effect negligible.

The shortage is also accelerating the trend toward regional supply chain diversification. Reflection AI’s partnership with Shinsegae Group to build a major AI data center in South Korea – a project consuming approximately 250 megawatts of power – illustrates how AI infrastructure investment is flowing toward countries with established semiconductor manufacturing capabilities. These investments further increase local demand for memory chips, adding to the global supply pressure.

The European Union’s Chips Act and Japan’s semiconductor subsidies are similarly aimed at building domestic capacity, but memory manufacturing is notoriously capital-intensive and the ramp-up timeline is measured in years, not months. In the near term, the geopolitical fragmentation of the semiconductor supply chain is more likely to worsen the memory shortage than alleviate it, as companies are forced to maintain separate inventory pools for different regulatory regimes rather than optimizing production globally.

What Consumers Can Do: Practical Advice for Navigating Higher Prices

For consumers facing higher prices on laptops, smartphones, and other electronics, there are several strategies to consider. First, if you are planning a major purchase, the data suggests that prices are unlikely to decrease before mid-2027 at the earliest, and may not return to 2024 levels at all. Buying sooner rather than later may be advisable if you need a new device, as prices are expected to continue climbing through the remainder of 2026.

Second, consider the refurbished and pre-owned market, which is seeing a significant boost in demand as consumers seek alternatives to higher new-device prices. Apple’s certified refurbished program, manufacturer outlet stores, and reputable third-party refurbishers offer devices that are often only one or two generations old at significant discounts. The refurbished smartphone market in particular is growing rapidly as consumers who would normally upgrade annually or biannually extend their device lifecycles.

Third, pay attention to memory specifications when comparing devices. Some manufacturers are responding to the shortage by offering less RAM or storage in their mid-range devices while maintaining the same model names. A 2026 mid-range smartphone might come with 6GB of RAM where the 2025 version offered 8GB, or offer 128GB of storage instead of 256GB. These specification downgrades may not be prominently advertised, so checking detailed specs before purchasing is important.

Finally, for PC users, upgrading RAM and storage in existing devices may be more cost-effective than buying entirely new systems, assuming your device supports component upgrades. However, even aftermarket memory modules have seen significant price increases, so this strategy works best when the alternative is a full system replacement.

What to Watch Next: Five Predictions for the Memory Chip Market

Looking ahead, there are five key developments that will shape the trajectory of the memory chip shortage and its impact on consumer electronics through 2027 and beyond.

1. Memory prices will peak in Q3-Q4 2026 before beginning a slow moderation. The consensus among analysts including IDC, TrendForce, and Counterpoint Research is that the current rate of price acceleration will slow in the second half of 2026, though prices will remain elevated. TrendForce’s October 2026 tracking confirms this played out largely as forecast: Q3 conventional DRAM contract prices actually rose 13% to 18% quarter-over-quarter, with server DRAM tracking that same 13% to 18% band – a clear deceleration from the 90-95% spike in Q1 2026 and the 58-63% follow-through in Q2, but still a third straight quarter of double-digit-or-steeper increases stacked on an already-inflated base. TrendForce was reported on October 2-3, 2026 as forecasting fourth-quarter conventional DRAM contract-price growth of 10%-15% quarter over quarter, NAND growth of 15%-20%, and enterprise SSD growth of 23%-28%, which points to further, if slower, increases. The peak is expected as manufacturers fully optimize existing capacity and some incremental expansions come online. However, a return to 2024 price levels is not expected before 2028 at the earliest – and SK Hynix’s CEO warned in July 2026 that the shortage will probably persist beyond 2030, which could push that peak later still.

2. The smartphone market has not hit bottom yet, because memory costs are still rising. A market report dated October 22 said memory contract prices rose nearly 20% in the third quarter of 2026, and that manufacturers are raising prices or cutting lower-end phone, laptop and tablet offerings. TrendForce was reported as forecasting fourth-quarter conventional DRAM contract-price growth of 10% to 15% over the third quarter, with NAND up 15% to 20%. It also reportedly expects DRAM supply to stay constrained into 2027, so any recovery looks gradual.

3. At least one major consumer electronics brand will exit the budget market entirely. The economics of producing sub-$200 smartphones or sub-$500 laptops are becoming untenable for manufacturers without vertical integration or massive scale. Expect at least one significant brand to announce a retreat from the budget segment by Q4 2026, citing “market conditions” and pivoting to higher-margin products.

4. HBM4 production will further intensify the consumer memory squeeze. The transition from HBM3E to HBM4, which began with Samsung’s mass production in February 2026, increases the number of DRAM dies required per AI accelerator from 12 to 16 per stack. This 33% increase in die consumption per chip will create additional pressure on DRAM supply even as overall production capacity grows incrementally.

5. Government intervention in memory markets is increasingly likely. As the memory shortage affects education, healthcare, and government IT procurement, there is growing pressure on policymakers to address the situation. This could take the form of strategic memory reserves (similar to oil reserves), additional subsidies for consumer memory production, or regulatory action to ensure that domestic consumers are not deprioritized in favor of hyperscale data center operators. South Korea, home to Samsung and SK Hynix, is the most likely government to act first.

The Broader Implications: AI’s Hidden Tax on Consumer Technology

The 2026 memory chip shortage represents something broader than a supply chain disruption – it is the first major instance of AI’s growth imposing a direct, measurable cost on the broader consumer technology ecosystem. While the benefits of AI are widely discussed, the memory shortage demonstrates that the massive infrastructure buildout required to power AI systems has real opportunity costs. Every DRAM die allocated to an AI accelerator is a die that will not go into a laptop, smartphone, or tablet.

This dynamic raises important questions about how the benefits and costs of the AI revolution should be distributed. Hyperscale companies are capturing enormous value from AI deployment while the cost of the infrastructure buildout is partially borne by consumers through higher device prices. Memory manufacturers are enjoying record margins while device makers and consumers bear the brunt of constrained supply. The situation has elements of a tragedy of the commons, where rational individual decisions by manufacturers to prioritize AI memory production collectively produce suboptimal outcomes for the broader technology ecosystem.

The resolution will ultimately come from expanded production capacity, which multiple manufacturers have committed to building. But the 18-to-24-month gap between commitment and volume production means that consumers and businesses will be navigating higher prices and constrained supply well into 2027 – and, per SK Hynix’s July 2026 warning, potentially well beyond 2030. The memory chip shortage of 2026 will be remembered as the moment when the AI revolution’s costs became tangible for ordinary technology consumers – a turning point that reshaped the economics of the devices we use every day.

April 2026 Outlook: Counterpoint’s 50% Price Forecast and Samsung’s HBM4 Backfire

Memory pricing has kept climbing since the spring forecasts, and the trajectory is steeper than most OEMs were planning for at the start of the year. A market report said memory contract prices rose nearly 20% in the third quarter of 2026, and TrendForce was reported as forecasting fourth-quarter conventional DRAM contract-price growth of 10% to 15% quarter over quarter, with NAND growth of 15% to 20%. That leaves manufacturers little room to absorb the cost burden through margin compression alone, so they are raising prices or reducing lower-end phone, laptop, and tablet offerings. The timing matters because notebook OEMs traditionally lock in back-to-school and holiday production volumes, meaning the price increases consumers see in retail channels reflect contract pricing negotiated under the steepest part of the shortage curve.

The structural reason these increases are sticking, rather than reverting as previous DRAM cycles did, comes down to supply growth that simply cannot keep pace with demand. IDC now expects 2026 DRAM supply growth of only 16% year-on-year, with NAND supply growth at just 17% – both figures sitting well below the 20-30% historical norms that defined the post-2018 memory market. The cause is unambiguous: manufacturers are shifting wafer capacity toward AI high-bandwidth memory (HBM) and high-capacity DDR5 modules destined for data center deployment, leaving commodity DRAM and consumer-grade NAND structurally undersupplied. Unlike prior shortages that resolved once new fab capacity came online, the 2026 supply gap reflects a deliberate manufacturer choice to prioritize higher-margin product mix over volume – a choice that fab expansions in 2027 and 2028 will not automatically reverse.

Why Samsung’s HBM4 Launch Made Things Worse, Not Better

One of the most counterintuitive developments of early 2026 has been the impact of Samsung’s mass production ramp of HBM4. The conventional expectation was that bringing a new HBM generation to market would expand total memory output and provide some relief to the broader DRAM supply picture. The opposite has occurred. Samsung’s entry into HBM4 mass production in February 2026 exacerbated the shortage rather than alleviating it, because the company sacrificed bit volume in exchange for HBM performance – reallocating wafer starts from commodity DDR5 lines toward the more complex, lower-yielding HBM4 process. The net effect was a reduction in commodity DDR5 output at precisely the moment when PC and server OEMs were trying to secure Q2 supply, tightening an already constrained market.

The dynamic illustrates a fundamental truth about advanced memory manufacturing: HBM consumes wafer capacity disproportionately to the bits it produces. Each HBM4 stack requires more silicon area, more processing steps, and more sophisticated packaging than a comparable amount of DDR5, which means every wafer Samsung converted to HBM4 production removed substantially more bits from the commodity supply pool than it added in HBM bits. With HBM4 commanding premium pricing from NVIDIA, AMD, and the hyperscaler captive-design teams, the economic logic for Samsung is unimpeachable – but the consequence for laptop and smartphone OEMs is that the world’s largest memory manufacturer is now actively reducing the supply of the chips they need most.

What the April 2026 Data Means for Buyers Through Year-End

A market report said memory contract prices rose nearly 20% in the third quarter of 2026, and TrendForce reportedly expects fourth-quarter contract prices to rise 10% to 15% for conventional DRAM and 15% to 20% for NAND. That leaves no realistic supply-side path to lower consumer prices in 2026. Notebook and desktop buyers waiting for a pricing reset are likely to be disappointed: TrendForce is reported to expect DRAM supplies to remain constrained into 2027, and new conventional-memory factories are not expected to add meaningful supply until 2027 to 2028.

For procurement teams and IT departments planning hardware refreshes, the practical implication is that any device order should assume the higher of currently quoted prices, with explicit budget contingency for further increases: TrendForce was reported as forecasting fourth-quarter 2026 conventional DRAM contract prices up 10% to 15% and NAND up 15% to 20% quarter over quarter. The Samsung HBM4 dynamic also suggests that future HBM generation transitions, with HBM5 on Samsung’s planned roadmap, will produce similar commodity-DRAM supply shocks rather than relief, because each generational step concentrates more wafer capacity in lower-bit-yield processes. The memory market the industry is settling into in late 2026 looks like a new baseline rather than a temporary deviation, with DRAM supplies reportedly expected to stay constrained into 2027.

The 3-to-1 Rule: Why Every AI Chip Destroys Capacity for Three PC Chips

One of the clearest framings to emerge in April 2026 for understanding the structural nature of the memory shortage is the so-called “3-to-1 Rule”: industry analysts now estimate that every AI chip produced destroys the capacity to make roughly three normal PC chips. The rule captures a zero-sum dynamic that has been visible in earnings calls and supply contracts for months but only recently entered the mainstream narrative around consumer device pricing. SK Hynix and Micron have both redirected significant production capacity toward specialized AI memory products – primarily HBM and high-density DDR5 destined for data center deployment – effectively deleting a substantial portion of the world’s capacity to produce the commodity DDR5 chips that go into laptops and desktops.

The 3-to-1 Rule explains why component-level price increases vary so dramatically across product categories. Industry channel reports compiled in April 2026 indicate that price increases are ranging from 15% to 60% depending on the specific component affected, including DDR5 memory, DDR4 memory, SSDs, and NVMe drives. The lower end of that range applies to components where alternative sourcing or older inventory still buffers demand; the upper end applies to high-density modules and enterprise-grade NVMe drives where the substitution options have already been exhausted. The variability is itself a symptom of the 3-to-1 dynamic – manufacturers are not uniformly raising prices but are instead pricing each SKU based on how directly it competes with AI data center demand for the same wafer capacity.

The most extreme price moves are occurring in chips that compete most directly with AI memory for production resources. Reporting described the shortage as affecting flash memory for smartphones, conventional DRAM, enterprise storage, and HBM used in AI data centers, driven by the voracious demand from AI data centers that is pulling capacity away from commodity production lines. These increases do not reach retail prices for laptops and smartphones all at once, because OEMs typically work through inventory secured under earlier contracts before passing through the steepest hikes. But the higher contract pricing is now flowing into the bill of materials for holiday-season devices, and TrendForce expects further contract price rises in the fourth quarter, so the price shock is reaching consumers now.

Component-Level Price Increases Reported in April 2026

The component-specific price increases reported by industry channel sources in April 2026 paint a more granular picture than aggregate DRAM price indices typically capture. DDR5 memory modules are seeing the steepest sustained increases, reflecting their direct overlap with the wafer capacity used for HBM and data center DDR5 production – Network World documented a concrete example as early as September 2025, when a standard DDR5 32GB module jumped to $239 from $149, a roughly 60% increase that foreshadowed the broader contract-price surge that followed. DDR4 memory, despite being a generation behind, is also seeing significant price hikes because manufacturers including Samsung have cut DDR4 production to free capacity for higher-margin products – the resulting scarcity is pushing DDR4 prices up even as demand from older device platforms slowly tapers. SSDs and NVMe drives, which depend on NAND flash rather than DRAM, are nonetheless caught in the same pricing dynamic because NAND manufacturers are similarly converting capacity toward enterprise-grade products that command higher margins.

The persistence of these increases through the rest of 2026 is largely a function of how long it takes for earlier contract pricing to fully cycle through the supply chain. Most major OEMs operate on quarterly memory contracts, with some hyperscalers locking in longer terms. That means pricing set earlier in the year is still being applied to devices entering production. Now that Q4 2026 has begun, OEMs are negotiating new contracts against an even tighter supply baseline, with TrendForce forecasting fourth-quarter conventional DRAM contract-price growth of 10% to 15% and NAND growth of 15% to 20% as the starting point for those discussions.

Intel’s “No Relief Until 2028” Warning in Context

Intel CEO Lip-Bu Tan’s blunt assessment that there will likely be “no relief until 2028” has become the most-cited timeline in industry conversations as of April 2026, and the 3-to-1 Rule helps explain why the timeline is so distant. Even if the major memory manufacturers were to begin breaking ground on new commodity-DRAM-focused fabs today, the 18-to-24-month construction timeline plus the additional ramp-up period for yield optimization places volume production firmly in 2028. And because the 3-to-1 dynamic means each AI chip produced today continues to suppress commodity output, the supply gap is actively widening through 2026 and 2027 rather than stabilizing. Tan’s 2028 timeline is not a worst-case projection but a base case that assumes AI demand growth tracks current trajectories – if AI infrastructure spending accelerates further, the relief horizon could push out beyond 2028. SK Hynix’s own July 2026 guidance suggests Tan’s base case was, if anything, optimistic: SK Hynix now expects the shortage to persist beyond 2030, extending well into the next decade.

Related Coverage

For more context on the semiconductor market and AI infrastructure trends driving the memory chip shortage, see our related coverage:

Frequently Asked Questions About the 2026 Memory Chip Shortage

Why is there a memory chip shortage in 2026?

The 2026 memory chip shortage is primarily caused by AI data centers consuming approximately 70% of all memory chips produced globally. The explosive growth of large language models and AI infrastructure has led manufacturers like Samsung, SK Hynix, and Micron to reallocate production toward high-bandwidth memory (HBM) used in AI accelerators, which generates three to five times higher margins than conventional consumer DRAM. This reallocation, combined with underinvestment in new capacity during the 2022-2023 downturn, has created a severe supply gap for consumer electronics.

When will the memory chip shortage end?

According to IDC, RAM prices are expected to stabilize by mid-2027, with Counterpoint Research identifying Q4 2027 as the “earliest inflection point.” Intel CEO Lip-Bu Tan has stated there will be “no relief until 2028.” New fab capacity from Micron and SK Hynix is not expected to reach volume production until 2027 at the earliest. That timeline darkened further in July 2026, when Bloomberg reported that SK Hynix CEO Kwak Noh-Jung said the memory-chip crunch will probably persist beyond 2030 and could last “until the next decade.” Analysts increasingly warn that a return to 2024 price levels may never occur due to the permanent reallocation of manufacturing capacity toward AI.

How much more expensive will laptops and smartphones be in 2026?

IDC projects price increases of 10% to 20% for PCs, tablets, and smartphones by the end of 2026. In IDC’s moderate scenario, PC average selling prices are expected to rise 4-6% and smartphone ASPs by 3-5%. In the pessimistic scenario, both could increase by 6-8%. TrendForce estimates that manufacturing costs for mainstream notebooks could increase by nearly 40%, though retail price increases will be lower due to manufacturer margin compression. HP has already reported that memory alone now accounts for roughly 35% of total laptop material costs, up from just 15% to 18% one quarter earlier. Counterpoint Research adds that smartphone materials costs could rise by 15% or more in the coming quarters as the same memory-price pressure spreads to handsets.

Which products are most affected by the memory chip shortage?

Budget and mid-range devices are most severely affected. The sub-$200 smartphone segment is expected to see a 20% decline in unit volumes, while entry-level laptops and Chromebooks face the steepest relative price increases. Premium devices above $800 are more resilient because buyers are less price-sensitive and manufacturers have more margin to absorb cost increases. Networking equipment maker Cisco has also been significantly impacted, with memory costs eroding margins by an estimated 200 basis points.

Is it better to buy a laptop or phone now or wait?

Prices are expected to continue climbing through the remainder of 2026, with the peak expected in Q3-Q4 2026. If you need a new device, buying sooner may be advisable as prices are unlikely to decrease before mid-2027. Consider the refurbished market as an alternative – it is seeing significant demand growth as consumers seek lower-priced options. Also check memory specifications carefully, as some manufacturers are reducing RAM and storage in mid-range devices while maintaining the same model names.

How does HBM affect regular memory supply?

High-bandwidth memory (HBM) used in AI accelerators like NVIDIA’s B300 requires 12 DRAM dies stacked per module (16 for HBM4, which Samsung began mass-producing in February 2026). Each AI GPU needs eight HBM modules, consuming 96 DRAM dies per chip. Manufacturing HBM uses the same DRAM wafers that would otherwise produce conventional DDR5 memory for laptops and desktops. Since HBM generates three to five times higher revenue per wafer, manufacturers are systematically prioritizing HBM production over consumer memory.

Will memory prices ever return to 2024 levels?

Many analysts believe they will not. IDC has described the current shift as a “permanent reallocation” of manufacturing capacity toward AI. As long as AI data center demand continues to grow – and all projections indicate it will – manufacturers will have a strong economic incentive to prioritize high-margin HBM and data center memory over lower-margin consumer products. While new capacity will eventually ease the acute shortage, the structural price floor has likely moved permanently higher. SK Hynix’s own CEO reinforced that view in July 2026, warning that demand will exceed supply well into the next decade.

July 2026 Update: SK Hynix Warns the Shortage Could Persist Beyond 2030

Updated July 23, 2026

The memory chip crisis intensified through the first half of 2026. DRAM prices surged 90% in Q1 2026 alone compared to Q4 2025, driven by an industry-wide pivot that has seen Samsung, SK Hynix, and Micron shift 93% of combined production toward HBM for AI data centers. HBM consumed 23% of total DRAM wafer output by April 2026, up from 19% in 2025, according to TrendForce. DDR4 and high-density DDR5 modules saw 30-40% year-over-year price hikes on top of an already-surging baseline, with some enterprise DDR5 modules costing more than double their early-2025 prices.

HBM demand is projected to grow 70% year-over-year in 2026 and consume roughly 23% of total DRAM wafer output, according to DRAMWatch’s December 2025 forecast, fueled by Nvidia’s next-generation AI accelerators and expanding data center deployments. Producing a single bit of HBM requires approximately 300% more wafer capacity than DDR5, creating a structural bottleneck that multi-year fab construction timelines cannot quickly resolve. Micron confirmed its entire HBM production for 2025 sold out before the year began, and supply constraints have persisted through 2026 as expected – a dynamic that has entrenched SK hynix’s lead in particular, with siliconanalysts.com reporting in July 2026, citing company filings, that SK hynix held 56.4% of the global HBM market.

AI workloads now account for an estimated 20% of total DRAM production, with companies including Tesla, Apple, and major cloud providers warning of memory shortages constraining their production schedules. Tesla CEO Elon Musk described the situation as hitting a “chip wall” in late January 2026, while Micron’s CEO called it “unprecedented” during the company’s February 2026 earnings call, noting that every major customer is competing for the same limited wafer capacity.

The outlook darkened further in July 2026, when Bloomberg reported that SK Hynix CEO Kwak Noh-Jung said the memory-chip crunch will probably persist beyond 2030, adding it could last “until the next decade.” Days earlier, a July 6, 2026 report forecast that data centers will keep absorbing 70% of global memory chip output through the rest of 2026 and into 2027, enough to keep telecom equipment makers and other non-AI industries short of supply for at least two more years. The consumer-facing price impact has kept pace: Bloomberg reported DRAM spot prices have jumped nearly 700% over the past year, and HP disclosed that memory’s share of total laptop material costs rose to about 35%, up from just 15%-18% only one quarter earlier.

Marcus Chen

Marcus Chen

Gaming & Consumer Tech Editor

Marcus Chen is a senior editor at Tech Insider, where he leads coverage of the US online gaming market, including sweepstakes and social casinos, alongside consumer technology. He evaluates operators on their published terms, licensing and RNG certifications, stated redemption policies, and corroborating independent reporting, and writes plainly about what the evidence supports. Tech Insider does not run first-party money tests and does not gamble with reader funds. Marcus has reported on the technology and online-gaming industries for more than a decade.

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