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Headlines · 12
- AI memory crunch pushes Chinese phone brands to salvage chips from scrapped handsets
AI server demand is crowding out memory capacity and driving prices sharply higher, and some Chinese smartphone brands have reportedly turned to Shenzhen's Huaqiangbei market to buy memory chips stripped from used phones — possibly including parts taken from old iPhones. Sources said some chips now cost about 500 yuan more each, with a reported local subsidy of roughly 300 yuan still leaving brands to absorb about 200 yuan per unit; the price increases, the subsidy and which brands use salvaged chips have not been confirmed by authorities or the companies. TrendForce said the imbalance caused by AI servers squeezing memory supply and the resulting price rise could last into 2027, noting that contract prices for an 8GB DRAM plus 256GB NAND Flash configuration rose nearly 200% year over year in the first quarter of 2026, with memory's share of smartphone bill-of-materials rising from about 10-15% to 30-40%, and it forecast global smartphone production in 2026 falling 10% to about 1.135 billion units.
科技新报 · 🔥 5 - NVIDIA Rubin said to stick with 12-layer HBM4 as HBM prices seen up 121% in 2027
A supply-chain survey cited by Counterpoint Research indicates most of NVIDIA's next-generation Rubin AI accelerators will keep the originally planned 12-layer HBM4 stacks, rather than shifting broadly to 8-layer HBM4 as earlier rumors suggested. NVIDIA's published roadmap lists 12-high HBM4 with up to 288GB of memory per GPU and bandwidth up to 22TB/s; Korean media had reported that NVIDIA asked Samsung Electronics and SK hynix for more 8-layer HBM4 supply, and industry observers say the two accounts need not conflict — some products may use 8-layer stacks to ease capacity pressure while flagship Rubin parts stay at 12 layers. Separately, TrendForce forecasts HBM average selling prices could rise 121% year over year by 2027, driven mainly by the mix shift from HBM3E to pricier HBM4 rather than pure shortage; because the costly base die is spread over fewer memory layers, 8-layer HBM could cost 10% to 20% more per Gb than 12-layer in 2027.
cnBeta · 🔥 3 - TrendForce: nine cloud giants' 2027 capex could top $1.5T
TrendForce raised its forecast for the combined capital spending of nine major cloud service providers — Google, Amazon, Meta, Microsoft, Oracle, ByteDance, Tencent, Alibaba and Baidu — saying their combined 2026 capex will exceed $957 billion, up 106% year over year, and rise another 60% in 2027 to $1.531 trillion. The firm attributes the upward revision to higher complete-server prices, component shortages pushing up quotes, and prepayment demands from some upstream suppliers. It also expects AI server shipments to grow 32.2% this year to about $479 billion in output value, or 74.9% of total server value, then grow nearly 36% more in 2027 to roughly $920 billion and an 81.1% share, with total server output value potentially passing $1 trillion next year.
IT之家 AI · 🔥 0 - TrendForce: CSP capex to top $1.5T in 2027 as AI server output jumps over 90%
TrendForce's latest AI server industry research estimates that the top nine cloud service providers (CSPs) will spend more than $957 billion in total capital expenditure in 2026, up 106% year over year, and that 2027 capex could exceed $1.5 trillion, up 60% — both above its earlier forecasts — as hyperscalers expand investment in servers and AI infrastructure. The firm also projects that overall server output value will cross $1 trillion for the first time next year, with AI server output value rising to nearly $920 billion, up more than 90% year over year and accounting for about 81% of total server value.
36氪快讯 · 🔥 0 - TrendForce: CSP capex to top $1.5T in 2027, AI server output up over 90%
TrendForce's latest AI server research estimates that the nine largest cloud service providers — Google, Amazon, Meta, Microsoft, Oracle, plus ByteDance, Tencent, Alibaba and Baidu — will spend more than $957 billion on capital expenditure in 2026, up 106% year over year, and over $1.5 trillion in 2027, up 60%, above its earlier 50% forecast. It attributes the upgrade to rising server system prices, component shortages pushing quotes higher, and some component suppliers requiring prepayments to guarantee supply. AI server shipments are projected to grow 32.2% in 2026 and close to 36% in 2027, driven by hyperscalers, neoclouds, sovereign AI projects and LLM providers' new models. On value, AI servers should generate about $479 billion in 2026, nearly 75% of roughly $639.2 billion in total server output; in 2027 total server value is expected to pass $1 trillion for the first time while AI servers reach about $920 billion, up over 90% and about 81% of the total, with orders led by rack-scale NVIDIA GB300, VR200 and AMD Helios systems and continued buying from Tier-2 data center operators such as Tesla and CoreWeave.
科技新报 · 🔥 0 - TrendForce: CPO production bottleneck shifts to test integration
A new TrendForce study of AI interconnect technology says that as AI data centers drive demand for high-speed links, co-packaged optics (CPO) is moving toward mass production and the bottleneck is shifting from precise alignment to fast testing: optical alignment has been cut to seconds or sub-seconds, but a full test of a single PIC can still exceed 100 seconds. CPO testing requires laser sources, optical switches, power meters and spectrum analyzers from scattered suppliers, which complicates cross-equipment control, calibration and test flows, while fitting every test station with a full instrument set leaves expensive tools idle and raises cost. TrendForce therefore frames unified software that coordinates electrical and optical measurement, plus optical path switching and multi-station sharing, as the key to lower cost and higher throughput. It expects 2027 to be the year when CPO test architectures and equipment investment directions converge, with 2028 as the validation period for large-scale production, and notes positioning by Teradyne, Advantest and several Taiwanese and Chinese suppliers.
科技新报 · 🔥 0 - HBM yield ceiling: TrendForce forecasts 2027 supply tightness, blended ASP up 121%
TrendForce's latest research estimates memory supply will remain tight through 2027 and has revised up its HBM price outlook, projecting blended ASP to rise about 121% year over year, driven by tight overall supply, a higher share of pricier HBM4 shipments and the gradual ramp of HBM4e in the second half of 2027. The article argues that beyond advanced wafer capacity, stacking yield is the key constraint on effective supply: TrendForce data puts current HBM yield at only 50%-60%, with yields typically falling for each new generation, while JPMorgan data shows 58% of 2025-2028 DRAM capacity additions going to HBM, lifting HBM's share of total DRAM capacity from 19% to 31%. Micron has said it will work with TSMC on mass production of next-generation HBM4E in 2027, and per TrendForce, NVIDIA has been reassessing Rubin Ultra's HBM configuration since Q3 2026, weighing HBM4e 12hi/8hi against HBM4 12hi/8hi.
虎嗅 AI · 🔥 0 - AI memory squeeze drives up device prices as the cheap electronics era ends
An opinion piece argues that AI data centers' appetite for HBM is squeezing consumer-grade memory capacity and passing the cost down to ordinary buyers. Citing TrendForce, it says smartphone LPDDR5X contract prices rose 78%–83% quarter-on-quarter in Q2 2026, with a single 12GB LPDDR5X chip going from $77 in Q1 to $146; Samsung, SK Hynix and Micron control over 95% of the DRAM market, HBM margins exceed 70%, and HBM's share of DRAM wafer capacity has climbed from 8% two years ago to 23%, heading for 30% next year. The article also notes Apple's Mac mini entry price moving from $599 to $799, Microsoft's Xbox Series S rising from $299 to $499, and Nothing scrapping the CMF Phone 2 Pro successor because memory was too expensive, and cites IDC forecasts of 10%–20% higher PC, tablet and phone prices in 2026 with smartphone shipments falling 13%. The author calls these increases a hidden "AI tax" consumers pay without noticing.
虎嗅 AI · 🔥 0 - AI memory demand squeezes PC buyers as Q3 shipments fall 20%
AI-server demand for HBM and server DRAM is crowding out consumer memory capacity: Omdia estimates memory and SSDs have climbed from roughly 15% of PC bill-of-materials cost to nearly 40%, while IDC preliminary data put Q3 2026 global PC shipments down 20.1% year over year (78.5M to 62.7M units) and Omdia measured a 21.2% decline in desktops, notebooks and workstations, with Macs also down. TrendForce calculates CPU, DRAM and SSD now account for about 68% of the BOM in a $900 mainstream laptop; Gigabyte responded on Oct. 9 by saying all its B760 and H610 boards, DDR4 included, will support new Intel LGA1700 processors expected in early 2027 via BIOS update, after adding AM4 boards alongside the Ryzen 7 5800X3D relaunch in August. On the software side, the open-source Strata project, with about 19,500 GitHub stars, reports running the 125B-parameter Qwen3.8-Flash-Next at roughly 94 tokens/s under Q2_0 quantization on a PC with an RTX 5070 (12GB VRAM), Ryzen 5 7600 and 64GB of system RAM, or about 53 tokens/s on IQ3_S.
虎嗅 AI · 🔥 0 - AI memory squeeze hits PCs: Q3 shipments plunge 20.1%, MacBook down 11%
IDC data shows global traditional PC shipments fell 20.1% year-on-year to 62.7 million units in Q3, down 9.1% quarter-on-quarter and the second straight quarterly decline, breaking the usual seasonal pattern. Apple's MacBook shipments dropped more than 11%, though its share rose to 9.5% from 8.5% because the overall market fell harder; Lenovo, HP and Dell shipped 14.9M, 10.3M and 7.6M units, down 22.6%, 30.9% and 25.0% respectively, with only ASUS declining by a single-digit rate among the top five. Vendors and channel partners say AI data-centre buildout is tightening memory supply and lifting component prices across capacitors, PCBs, ICs and GPUs; IDC's Wang Jiping said prices "won't go back to what they were" and the hardest stretch may still lie ahead.
钛媒体 · 🔥 0 - Analyst: Intel Foveros packaging may land another major foundry deal
GF Securities analysts predict Intel's Foveros advanced packaging technology could win another major foundry contract, with NVIDIA cited as the potential customer and the collaboration possibly taking effect in the second half of 2028, according to cnBeta. The report stresses this is only an analyst forecast: neither NVIDIA nor Intel has confirmed adopting Foveros or announced any order, and which Foveros variant or how much capacity is involved remains unverified. It also notes a September 2026 TrendForce report saying TSMC's CoWoS should remain the mainstream advanced packaging for AI chips through 2028, and that NVIDIA invested $5 billion in Intel in September 2025 under an agreement to develop joint products across multiple generations.
cnBeta · 🔥 0 - Solidigm taps Powertech, Pegatron for AI data center SSD output in Taiwan
Seoul Economic Daily reports that Solidigm, SK Hynix's NAND and SSD unit, notified customers of a product change adding a new Taiwan-based ODM site for data center SSDs, with Powertech Technology and Pegatron as manufacturers and Taiwan-made products reaching customers from December 24 under the same supply terms. Industry estimates put the annual order value for the Taiwanese partners in the hundreds of billions to over a hundred billion (currency unspecified and unconfirmed by the companies). TrendForce expects enterprise SSD bit demand to grow more than 80% this year as cloud providers expand inference infrastructure, with Q4 price increases possibly accelerating.
科技新报 · 🔥 0
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