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NVMe SSD

4–30 TB · 7–14 GB/s · 20–100 µs

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Capacity
4–30 TB
Bandwidth
7–14 GB/s
Latency
20–100 µs
Energy
—
In plain English

Flash storage — vast and cheap, but thousands of times slower than memory. It holds models and data at rest, never the live work. Runs on its own boom-bust cycle, separate from HBM.

What it is

PCIe Gen5 flash — ~14 GB/s but microsecond latency, 3–5 orders slower than DRAM. Holds weights at rest, checkpoints, last-ditch KV overflow.

The business

NAND oligopoly: Samsung, SK Hynix (Solidigm), Micron, Kioxia, plus controllers. AI lifts enterprise SSD demand but it is a separate cycle from HBM.

Bottleneck severity

Moderate

Who makes it

Samsung005930.KS

HBM, DRAM, foundry · South Korea

#2 in HBM. Began HBM4 mass production in Feb 2026 and is qualified at NVIDIA — with an in-house 4nm base die, the one turnkey memory+logic+packaging offer. P5 Pyeongtaek pulled forward to late 2027; ~$73B cumulative capex through 2026.

Rubin HBM4 shareDRAM contract ASPP5 timing
↗ Investor relations & news

SK Hynix000660.KS

HBM3E / HBM4 stacks · South Korea

#1 HBM maker (~62% share). Qualified HBM4 at NVIDIA first and holds an estimated 60–70% of Rubin's HBM4 allocation, with a TSMC-made logic base die. Sold out through 2027; its CEO calls 2027 potentially the tightest supply year the industry has seen. The bellwether of the whole cycle.

Rubin HBM4 shareHBM4E / 16-Hi samplesM15X + Yongin ramp
↗ Investor relations & news

MicronMU

HBM3E / HBM4, DDR5, CXL modules · USA (fab Japan/Taiwan)

#3 HBM, the only US-HQ DRAM maker. Qualified on Rubin HBM4; sold out through 2027 and meeting only ~50–65% of what customers ask for. New Idaho capacity doesn't land until 2027–28 — so the squeeze is structural, not seasonal.

HBM bit-sharefill rate vs requestsHBM gross margin
↗ Investor relations & news

Metrics that move this layer

Where it comes from

KORNAND — Samsung, Hynix
USA/JPNMicron, Kioxia

Connected to

Host DDR5Network / Fabric