Semiconductor Market Dynamics
I. Semiconductors: Strong Growth Continues, Forecasts Lifted Across the Board
The global semiconductor industry maintained strong growth throughout 2026. According to SIA data, global monthly semiconductor sales surpassed $120 billion for the first time in May, climbed further to $134.5 billion in June, bringing second-quarter total to $403.3 billion, up 35.1% sequentially. Multiple research firms including WSTS, Gartner, and Omdia have revised upward their full-year projections, with the global semiconductor market expected to reach $1.5–1.7 trillion in 2026 and potentially $2.2 trillion in 2027. The McClean report projects memory market revenue to surge 298% to $916.4 billion in 2026, driven primarily by a 268% jump in average selling prices, while shipment volume grows only 8%.
China's integrated circuit exports reached $177.28 billion in the first half of 2026, up 96.1% year-on-year, though export volume increased just 7%, reflecting a pattern of flat volume with soaring prices—memory chip average prices have risen over 400% within 15 months. However, reliance on high-end chips remains structurally unchanged, with a significant portion of export growth coming from re-exports of capacity owned by foreign manufacturers operating in China.
AI data center infrastructure is emerging as the core growth driver for the semiconductor sector. A joint SIA-Deloitte report estimates global cumulative investment in AI data centers will exceed $4 trillion by 2028, with semiconductor spending reaching as high as $2.8 trillion. Gartner forecasts that the AI data center ecosystem's share of semiconductor revenue will rise from 36.5% in 2026 to over 53% by 2030.
II. Memory: Shortage Persists into 2027, Capacity Fully Booked
DRAM: Price Rally Cools, but Margins Head Toward 95%
DRAM contract prices rose 58%–63% in Q2, with Q3 gains narrowing to 13%–18%. Morgan Stanley sees Q4 as the price peak, while UBS expects a more pronounced correction in Q2 2027. The three major manufacturers have already sold out all 2027 capacity, with customer allocations covering only 60%–70% of demand. Cloud service providers and major brands have signed three- to five-year long-term agreements, signaling a structural shift from cyclical to sustained seller's market in the memory industry. SK Hynix's chairman has warned that 2027 will see the widest supply gap, with AI semiconductor demand forecast to grow 60%–100%. Given that capacity expansion takes four to five years, the shortage could persist into 2030.
NAND: Q2 Revenue Surges 77% as Supply Remains Constrained
Combined Q2 revenue of the top five NAND brands grew 77% sequentially to $68.87 billion, with Micron jumping 99.2% quarter-over-quarter to claim the third spot. Phison's Q2 net profit surged 34 times year-on-year, with its CEO projecting an even tighter supply picture in 2027 versus 2026. Citing four-year lead times for new capacity, he expects the shortage to extend over multiple years. TrendForce estimates a supply deficit of 4%–5% for 2026, with some improvement possible in the second half of 2027.
HBM: NVIDIA Drives Pricing Power, More Upside Ahead in 2027
NVIDIA has informed AI server customers of price increases exceeding 15% next year, primarily driven by DRAM supply constraints. The Vera Rubin rack system carries storage costs of approximately $2 million, up 435% from the previous generation. TrendForce projects HBM contract prices could rise another 70%–140% in 2027, while the share of DRAM and NAND in CSP capital expenditure is expected to climb from 47% in 2026 to 68% in 2027.
III. AI Servers and CPUs: Demand Reshuffles the Competitive Order
AI Servers: CSP Capex Soars, Poised for Record 2027
According to TrendForce, combined capital expenditure of the world's top nine cloud service providers is projected to exceed $886.7 billion in 2026, up roughly 90% year-on-year, with AI server shipment growth revised upward to 31%. Chinese CSPs are expected to boost total spending by over 80%, with ByteDance leading the pack. Total capex is forecast to expand to $1.3 trillion in 2027, with growth moderating to about 49%—largely reflecting a high base rather than any slowdown in investment. With AI inference and Agentic AI continuing to drive compute demand higher, CSP investment is poised to reach new records.
CPU: Agentic AI Fuels Rapid Growth, Market to Top $210B by 2030
AMD estimates that seven of the eight stages in an Agentic AI workflow run entirely on CPUs, while research shows that increasing CPU core counts can reduce time-to-first-token latency by a factor of 1.5 to 7. Intel has sold out its server CPU inventory for the remainder of the year, AMD has doubled server CPU production, and both Arm and NVIDIA are rolling out new offerings tailored for Agentic AI. Bank of America has raised its 2030 global server CPU market forecast to $210 billion, a fivefold increase from 2025. In AI inference scenarios, the CPU-to-GPU ratio is expected to shift from roughly 1:4 to closer to 1:1, representing a purely incremental opportunity. AI-dedicated server CPUs are projected to account for approximately 86% of the overall market. On the competitive front, Intel is expected to hold about 35.8% market share by 2030, AMD roughly 31%, and the Arm ecosystem collectively 30%–35%.
IV. Analog & Power Semiconductors: Inflection Point Confirmed, AI Takes the Lead
The second-quarter results from the four major analog chipmakers showed broad-based recovery, with the industrial sector leading the rebound and data centers emerging as the strongest growth segment. TI's data center revenue doubled year-over-year, while STMicroelectronics raised its 2026 data center revenue target to over $1 billion and projects more than $2 billion for 2027.
Power semiconductors are set for a third round of price hikes in October, as AI data centers evolve from a "compute race" into a "power revolution." With AI rack power levels advancing toward hundreds of kilowatts and even megawatt scale, players like Infineon are promoting 800V DC power architectures, driving both variety and volume demand for power components. Major international firms now estimate the AI data center power semiconductor market could be revised upward from the original $12 billion to $50 billion. SiC and GaN penetration is accelerating, with industry projections putting silicon carbide power semiconductor penetration at 5.7% in 2026.
Analog chip companies openly state that current supply-demand tightness has surpassed the 2020–2021 pandemic period, and the nature is fundamentally different—back then it was purely supply-side pressure without clear actual demand, whereas now cloud AI demand is stronger and more sustained. Industry consensus holds that the analog chip supply tightness driven by cloud AI will not ease for at least two years, and the power semiconductor upcycle is likely to extend through 2027 and beyond.
V. MCUs and Chinese Domestic Chips: Broad Price Increases, Focus Turns to Cost Pass-Through
The MCU sector is now in full-scale price adjustment mode. Holtek announced a 10%–20% increase across its entire product line, with Sonix following suit on virtually all offerings, as the price hike among Taiwanese MCU makers evolves from isolated cases into a collective industry move. On the domestic front, Nations Technologies announced a second price increase for 2026, raising select MCU prices 10%–20% effective October 1; BYD Semiconductor implemented 10%–30% hikes in the second half; Maxscend raised prices across its full RF product lineup starting September 1; and Shanghai Belling initiated differentiated increases on certain products effective August 3.
The common thread across this round of hikes is cost pressure propagating along the supply chain—rising wafer foundry and packaging/testing costs continue to squeeze MCU margins, pushing manufacturers to pass costs downstream. Surging demand for power management and control chips from AI servers, combined with limited new capacity in mature nodes, points to tight MCU wafer supply potentially persisting through the second half of 2026, with wafer price increases possibly extending into 2027. The industry's focus in the second half has thus shifted from demand recovery to pricing dynamics and the ability to pass through cost increases.
VI. Passive Components: MLCC Supercycle Gains Speed Quarter by Quarter
In the first half of the year, profit growth at major MLCC manufacturers far outpaced revenue gains—net profits at Murata, Kyocera, Yageo, and Samsung Electro-Mechanics surged 92%, 141%, 66%, and 114% year-over-year, respectively. Lead times for high-end MLCCs remain at 24–36 weeks, over 10 weeks longer than for consumer electronics. Richtek points to tight supply-demand conditions persisting through 2027, with key customers having already begun signing supply agreements for next year, and some CSPs simultaneously locking in long-term contracts.
The spot market has reacted even more sharply, with popular models at Huaqiangbei spiking 200%–300% in the short term. Yageo is moving toward full capacity utilization, with a growing number of AI customers seeking to secure future supply through long-term agreements. Walsin's book-to-bill ratio has climbed to 1.8, with order visibility extending beyond six months. Murata's order intake jumped 56% year-over-year to a record ¥673.9 billion in the latest quarter, with a BB ratio of 1.34 marking seven consecutive quarters above the expansion threshold. Taiyo Yuden's orders soared 106% to ¥118.6 billion, achieving a quarterly record BB ratio of 1.72, prompting the company to accelerate construction of a new MLCC plant in Malaysia. High-capacitance products are expected to see another 20%–30% price upside in the second half, with supply tightness extending through the first half of 2027.
VII. Industry Trends and Key Supplier Updates
Long-term agreements are becoming the industry norm. The three major memory manufacturers have already sold out all 2027 DRAM and HBM capacity, with NAND expected to be fully booked by the end of August. HBM and AI servers will consume nearly 70% of DRAM capacity, leaving relatively limited supply for PC and mobile DRAM, as the memory industry transitions from cyclical to sustained seller's market dynamics.
Capacity expansion and bottlenecks coexist. New fab construction typically takes two to three years from groundbreaking to mass production, with most new capacity coming online in 2027–2028. Industry views on when supply will ease remain sharply divided—Bloomberg sees Q2 2026 as the peak, Intel expects no improvement until 2028, while SK Hynix warns the shortage could drag into 2030. TrendForce projects the DRAM upturn will carry through 2027, while NAND supply growth may outpace demand in the second half.
NVIDIA's price pass-through. Under persistent cost pressure from memory components, NVIDIA has notified AI server customers of price increases exceeding 15% starting next year, adding upwards of a million dollars in extra cost per rack. This underscores the growing pricing power that memory chipmakers have gained amid the AI demand surge.
Manufacturer Updates

Spot Market Insights
Memory
eMMC: The eMMC market held largely steady in August with slight price softening. Sandisk's 8G EOL products remained relatively firm due to scarce supply, while Kioxia offered ample inventory with greater room for negotiation. With a lack of large orders supporting the market, a mildly stable trend is expected in the near term.
NAND Flash: The NAND Flash market showed divergent trends. Winbond products were well supplied and prices stable, though its 1.8V specific series (W25Q128JWFIQ / W25Q256JW) remained tight. MXIC and Micron saw transaction prices continue to climb with significant premiums due to limited inbound shipments and scarce market availability.
NOR Flash: Overall NOR Flash supply remained relatively tight. Winbond's capacity shift toward overseas markets reduced domestic availability; Macronix distributors were nearly out of quotes with hefty market premiums; Giga Device raised prices amid manufacturer inventory controls and wafer shortages. Combined with tight domestic wafer supply, small-capacity NOR Flash prices are expected to remain on the strong side in the short term.
DDR3 & DDR4: The DDR segment was highly fragmented. DDR3 posted moderate gains. DDR4 4G/8G continued to soften with price weakness. DDR4 16G stood out as the biggest bright spot with active trading and rising prices. DDR5 16G saw robust trading with steady-to-firm prices. Overall, the pattern points to "large-capacity firm, small-capacity soft."
LPDDR: The LPDDR market showed structural divergence. High-end LPDDR5/5X remained in sustained shortage for large-capacity (128G and above) units driven by AI server demand, while lower-density products saw declining demand and flat pricing. LPDDR4/4X experienced supply contraction due to manufacturer phase-outs and reduced output, but terminal demand softened in tandem, keeping prices range-bound.
Server Memory (DIMM): The DIMM market was broadly stable in August. DDR5 64G shifted from earlier shortages to ample supply with price pullbacks; 32G/96G/128G saw lackluster demand. The traditional European and U.S. holiday season limited spot demand, and domestic customers showed low price acceptance, suggesting a sideways trend is likely in the near term.

Storage
SSD: SSD demand gradually picked up in August. Samsung's enterprise-grade PM1653 7.68T SAS saw notable gains due to shortages. On the solidigm side, the P5520 and PS1010 (PCIE 5.0) series were among the most inquired models. Overall prices remained stable with no major fluctuations, though supply of high-capacity enterprise models warrants close attention.

HDD: Enterprise high-capacity HDDs (20T–24T) remained the primary demand driver. The 24T segment showed a significant supply gap, with Toshiba being the scarcest and seeing the most pronounced price increases; Seagate and Western Digital inventories concurrently tightened with firming quotes. On the 20T front, Seagate and Western Digital held prices steady, while Toshiba made modest upward adjustments. Channel feedback suggests a new round of price increases for high-capacity HDDs is expected in September.

CPU
Server CPU: Intel's sixth-generation server CPUs saw sharp price declines due to ongoing OEM inventory clearance, with further near-term downside expected. The third-generation series saw a window for sell-through, with the 6330 and 6338 seeing active trading. On the AMD side, fourth-generation mainstream models were well supplied as manufacturers stepped up inventory clearance efforts, while mid-to-low-end models (9115, 9135, etc.) remained in short supply.

Mobile Platform CPUs: Low-end industrial control models (J4105, J6412, 1135G7, 1215U) saw higher turnover, with J6412 prices edging down. H-series (13500H, etc.) saw weak demand and inventory overhang. The N305 remained in persistent shortage, while N95/N100/N150 held steady.

RAID Controllers / Network Adapters
RAID Controllers / Network Adapters: Overall demand for RAID controllers was muted. Hot models in early to mid-August were the 9600-24i and 9670-24i, shifting to the 9440-8i and 9540-8i later in the month. On the network adapter side, Broadcom's N425G and P425G remained consistent hot items, while Mellanox models (MCX631102AN-ADAT, etc.) saw only moderate demand.

GPU
GPU: The GPU market experienced sharp volatility in August. Demand was light in early to mid-month, with the PRO6000 Server seeing price increases due to shortages and the PRO4500 seeing distributor inventory holds. On August 18, NVIDIA officially announced a 40% list price increase, with all PRO series products placed on hold without quotes (primarily affecting the 4500, 5000, and 6000 models), with futures orders carrying two- to three-week lead times and prices to be determined. Prices surged later in the month, though demand remained relatively limited.

September Market Outlook
Entering September, performance across different segments is expected to remain divergent.
Memory Chips (DDR/LPDDR): No significant supply increase is seen for high-capacity DDR4/DDR5 and high-end LPDDR5/5X, with prices likely to hold firm or edge higher. Small-capacity NOR and NAND Flash remain constrained by wafer capacity, and supply tightness is unlikely to ease in the near term.
HDD: The supply gap in enterprise 24T models will be difficult to close in the short run. Channels already have clear expectations of price increases, making a new round of upward adjustments for high-capacity HDDs highly likely in September.
CPU: Intel's sixth-generation server CPUs still have room to fall until OEM inventory is cleared, while third-generation models are seeing faster sell-through driven by replacement demand from legacy platforms. AMD's mid-to-low-end models are expected to see replenishment gradually arrive through mid-to-late September, which should help alleviate current shortages.
Server Market: With the European and U.S. holiday season coming to a close, enterprise procurement demand is expected to recover modestly. Key areas to watch are DDR5 32G modules and enterprise-grade SSDs, as these two categories are likely to be among the first to benefit from the rebound.