China reported blocking most H200 imports with approximately 600,000 chips in Hong Kong; requiring domestic chips for inference, permitting Nvidia only for training
Nvidia Rubin memory cuts and HBM shortage
Latest: Nvidia Evaluates Reduced HBM for Rubin Ultra Amid Structural Memory Crunch
HBM supply constraints are directly shaping Nvidia's GPU specifications and delivery timelines for the Rubin generation, with downstream effects on AI server procurement lead times and industry pricing. The shortage is broad enough that Apple flagged memory costs as a margin headwind and new demand from humanoid robots is forecast to compound pressure on the same constrained supply.
When stories like this move, I write about them in an email each morning.
One free email each morning, around 8 AM US Eastern.
Check your email.
I have sent you a confirmation link. One click and you are in.
Not in your inbox? Look in spam or promotions. If it's there, mark it "Not spam" so future editions land in your inbox.
The full picture
Nvidia is evaluating four reduced HBM configurations for its Rubin Ultra GPU, departing from the original 12-Hi HBM4e baseline. SemiAnalysis reports the mainstream Rubin Ultra SKU will use 8-Hi HBM4 at 192 GB, down from the current Rubin's 288 GB, while peak theoretical FLOPs remain unchanged. The evaluation began in early Q3 2026, driven by a projected 2027 DRAM shortage that limits wafer capacity memory suppliers can dedicate to HBM, and uncertainty over whether 12-layer HBM4e stacks can reach target I/O speeds. Nvidia has not confirmed either finding. Nvidia also halved the SOCAMM capacity of its Vera Rubin Superchip modules due to expected LPDDR5X supply constraints through 2027.
Supply conditions are severe across the stack: Micron's entire 2026 HBM4 output is sold out with customers receiving only 60-70% of ordered volumes. HBM bit shipments in 2027 are forecast to grow 50-60% year-over-year but still fall short of demand, and TrendForce expects HBM suppliers to maintain pricing power throughout 2027. Top-end GPU lead times jumped five weeks to 45 weeks as Nvidia transitions to Rubin, with the ramp specifically bottlenecked by substrates and capacitors running at more than three times their balanced lead times. TSMC denied a report that it began drafting 3D DRAM plans at Nvidia's request, and even Micron plans at least four more planar DRAM nodes before adopting 3D DRAM. Looking further ahead, Counterpoint Research forecasts humanoid robot DRAM demand reaching 172,000 terabits in 2030, a 20x increase from 2026, adding a new demand vector to an already constrained market.
How it developed
Oracle scrapped a five-year, $7 billion contract to supply Tencent with chips via southeast Asian data centers after US officials objected, closing a route Chinese firms had used to access advanced processors unavailable domestically.
Nvidia is separately reported to be financing new CoWoS packaging capacity at SPIL, an ASE Technology subsidiary, to relieve a packaging bottleneck that persists even after processors and memory are secured, as TSMC's CoWoS lines are fully allocated through at least mid-2027.
TSMC denied it was drafting 3D DRAM plans at Nvidia's request, closing off a reported bid to add TSMC as a fourth memory supplier.
It said DRAM entry could not ease shortages for at least five years. Nvidia is reportedly asking Samsung, SK Hynix, and Micron to build its NVHBM base dies on TSMC's 3nm process instead, giving TSMC memory revenue without direct DRAM exposure. Chinese AI firms ordered about 6 million RTX Pro 5500 GPUs totaling $70 billion; Nvidia told partners it can produce at most 3 million cards in 2027.
Micron paused construction of Fab 11E, a $3-4.5 billion HBM and DRAM facility in Taoyuan, Taiwan, after a union demanded 15% of operating profit in cash, removing a planned source of 2028 capacity.
TrendForce reported top-end GPU lead times jumped to 45 weeks as Nvidia's Rubin transition begins, bottlenecked by substrates and capacitors running at more than three times balanced lead times. Hard drive lead times reached 50 weeks, ABF substrate lead times 48-56 weeks, and server CPU shortages are also emerging.
Nvidia asked TSMC to manufacture 3D DRAM chips to add a fourth memory supplier beyond Samsung, SK Hynix, and Micron; TSMC is drafting plans but set no timeline.
TrendForce reports Nvidia halved SOCAMM capacity in Vera Rubin Superchip modules after finding LPDDR5X supply will remain constrained through 2027, extending spec cuts from HBM into CPU-side memory. South Korea's SSD exports reached $5.64 billion in October, up 584% year-over-year, as Samsung and SK Hynix attribute the surge to agentic AI expanding KV cache demand.
Nvidia publishes blog arguing full-stack codesign delivers up to 30x higher agentic throughput per dollar on Vera Rubin NVL72 vs GB300 NVL72
Nvidia's shipping Rubin GPU delivers HBM4 bandwidth of 19.2 TB/s and NVLink of 3.0 TB/s, below the previously announced 22 TB/s and 3.6 TB/s, Nvidia noting earlier figures were labeled preliminary.
Micron's 2026 HBM4 output is sold out at 60-70% of ordered volumes, Samsung is seeking $4 per gigabit for 2027 HBM4, triple its HBM3E price, and TSMC is reportedly raising CoWoS prices up to 20% with capacity booked through mid-2027. Apple CEO John Ternus called memory pricing 'unprecedented' and forecast holiday gross margin at roughly 45%, down from 48%.
TrendForce: top-end GPU lead times jumped to 45 weeks; substrate and capacitor bottlenecks delaying Rubin server builds
Sam Altman met roughly 50 Samsung executives in South Korea to strengthen memory chip and data center partnerships
Epoch AI data shows AI chip compute in use growing 3.4x per year; quarterly chip sales growth slowed to 2.5x since early 2024
SK Hynix reports 104.6 trillion won quarterly revenue at 80% operating margin
DRAM contract prices reported up ~80% in Q2 and ~40% in Q3, with Q4 projected at ~20%; Bernstein argues slowdown narrative is misleading
Jensen Huang said at GTC Berlin that memory oversupply by 2029 is unlikely, pushing back on the South Korean analyst forecast
Micron CEO Sanjay Mehrotra tells investors demand for memory will exceed supply through at least 2028
Micron reported in high-volume production of 36 GB 12-layer HBM4 for Vera Rubin at above 11 Gb/s per pin
Silicon Analysts reports Nvidia testing at least three downgraded HBM configurations for Rubin Ultra
Micron's entire 2026 HBM4 production sold out; customers receiving only 60-70% of ordered volumes
Nvidia halved SOCAMM capacity on Vera Rubin Superchip due to LPDDR5X constraints; SemiAnalysis reports mainstream Rubin Ultra SKU at 192 GB 8-Hi HBM4
TrendForce reports Nvidia began evaluating lower-spec HBM configs for Rubin Ultra in early Q3 2026, with DRAM shortage expected through 2027
TSMC CoWoS packaging capacity reported fully allocated through at least mid-2027
Sources
6 more sources
Related
- Nvidia AI server prices and memory shortage
- AI Compute Sold Out Past 2028; Supply Chain Strain Spreads to Adjacent Industries
- TrendForce datacenter power demand outlook
- Nvidia's NVHBM base die at TSMC
BackgroundCompute: the chips, clouds and data centers behind AI
Get the daily email
When stories like this move, I write about them in an email each morning.
One free email each morning, around 8 AM US Eastern.
Check your email.
I have sent you a confirmation link. One click and you are in.
Not in your inbox? Look in spam or promotions. If it's there, mark it "Not spam" so future editions land in your inbox.