The Memory AtlasText edition▶  Open the 3D atlas
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Every company in the atlas

38 names, grouped by where they sit in the chain. Each one lists what it makes, the metrics to watch, and every file in the atlas it appears in.

Data as of 13 September 2026

Memory · HBM oligopoly (+ the challenger)

SK Hynix000660.KS

HBM3E / HBM4 stacks · South Korea · chokepoint critical

#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.

Watch
Rubin HBM4 shareHBM4E / 16-Hi samplesM15X + Yongin ramp
Where it shows up · 9

↗ Investor relations & news

Samsung005930.KS

HBM, DRAM, foundry · South Korea · chokepoint critical

#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.

Watch
Rubin HBM4 shareDRAM contract ASPP5 timing
Where it shows up · 6

↗ Investor relations & news

MicronMU

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

#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.

Watch
HBM bit-sharefill rate vs requestsHBM gross margin
Where it shows up · 10

↗ Investor relations & news

CXMT688825.SH

DDR4/DDR5, LPDDR; HBM3 in development · China · chokepoint severe

China's only scaled DRAM maker: ~10% of global DRAM revenue in Q2 2026, ~300k wafers/month heading for 350k, and a 466% first-day pop on its July 2026 STAR listing. But its IPO capex names no HBM line; HBM3 is a 2026–27 target and HBM3E not before 2027 — years behind on the part AI actually needs.

Watch
HBM capex disclosureDRAM shareBIS entity-list status
Where it shows up · 2

↗ Investor relations & news

Advanced packaging & equipment

TSMCTSM

Logic + CoWoS packaging + HBM base dies + Si photonics · Taiwan · chokepoint critical

Makes the GPU die AND the CoWoS packaging that bonds HBM to it — and now the logic base die under SK Hynix's HBM4 too. CoWoS is heading for ~130k wafers/month by end-2026 and is still sold out into 2027 (NVIDIA alone holds ~60%); it is farming 240–270k wafers/year of front-end steps out to Amkor and SPIL. A Taiwan disruption stops the whole stack.

Watch
CoWoS wafers/monthOSAT outsourcing volumeHBM4 base-die share
Where it shows up · 5

↗ Investor relations & news

BE SemiconductorBESI

Hybrid-bonding die attach · Netherlands · chokepoint critical

Hybrid-bonding tool leader — the technique HBM4 / future stacking needs. Tiny float, huge optionality.

Watch
hybrid-bond ordersHBM4 adoption
Where it shows up · 2

↗ Investor relations & news

ASMLASML

EUV / DUV litho systems · Netherlands · chokepoint critical

Monopoly on EUV lithography — every leading-edge logic + DRAM die needs it. Ultimate chokepoint.

Watch
EUV bookingsChina export rulesHigh-NA ramp
Where it shows up · 2

↗ Investor relations & news

Lam ResearchLRCX

TSV etch / deposition · USA · chokepoint critical

Etch & deposition tools for HBM's through-silicon vias. HBM tool revenue +50% YoY — equipment ordered today = chips in 12–24 months.

Watch
HBM tool ordersmemory WFE split
Where it shows up · 2

↗ Investor relations & news

Disco6146.T

Dicing / grinding tools · Japan · chokepoint critical

Near-monopoly on wafer dicing & grinding — every advanced chip is thinned and cut on Disco tools. A quiet utilization barometer.

Watch
utilizationadvanced-packaging activity
Where it shows up · 1

↗ Investor relations & news

KLAKLAC

Inspection / metrology · USA · chokepoint —

Process control & inspection — finds defects in HBM stacks and advanced packages. Yield gating as stacks go 12-Hi+.

Watch
packaging inspection ordersyield ramp

↗ Investor relations & news

ASE TechnologyASX

Assembly, test, CoWoS overflow · Taiwan · chokepoint critical

World's largest OSAT. Takes TSMC's CoWoS overflow (SPIL ~60–80k wafers in 2026) and expects advanced-packaging sales to double — a relief valve for the bottleneck, not a substitute at the leading edge.

Watch
CoWoS sub-contract volumeadvanced-packaging revenue
Where it shows up · 1

↗ Investor relations & news

AmkorAMKR

Advanced packaging, test · USA · chokepoint —

#2 OSAT (Korea, Vietnam, Arizona). Now the biggest CoWoS outsourcing partner — ~180–190k wafers in 2026, plus ~80k wafers NVIDIA engaged directly. Licensed Intel EMIB; the US-footprint packaging hedge.

Watch
CoWoS outsourcing volumeArizona ramp

↗ Investor relations & news

Materials & substrates

Ajinomoto2802.T

ABF build-up film · Japan · chokepoint critical

Yes — the food company. Invented ABF, the insulating film inside every high-end chip substrate. ~95% of the market, running flat out (~2M m²/month), a new pricing system from Q3 2026 up to +30%, and supply to China cut ~30% to serve everyone else. The quietest monopoly in AI.

Watch
ABF priceABF supply gap (~10% H2-26 → ~20% 2027)AI substrate demand
Where it shows up · 1

↗ Investor relations & news

Ibiden4062.T

FC-BGA / IC substrates · Japan · chokepoint critical

~35% of high-end FC-BGA substrates — the board every GPU/CPU package rides on. ¥500B FY2026–28 build-out, but mass production only from FY2027, so the substrate shortage stands through 2026. AI-substrate load index: 1.8× 2024 in 2026, 2.5× by 2028.

Watch
FC-BGA utilizationFY2027 capacity startshortage status
Where it shows up · 1

↗ Investor relations & news

Shin-Etsu4063.T

Silicon wafers, photoresist · Japan · chokepoint critical

World #1 silicon wafers + photoresist. Japan's quiet grip on materials.

Watch
wafer pricingresist share
Where it shows up · 1

↗ Investor relations & news

Connectivity · CXL · switching

Astera LabsALAB

Retimers, CXL controllers, fabric switches · USA (fab TSMC) · chokepoint severe

The only large-cap pure-play on AI connectivity — Aries retimers, Leo CXL controllers, Scorpio fabric switches. Q2 2026 revenue $392M (+104% YoY) as Scorpio X entered volume; Q3 guided $540–560M. Building NVLink Fusion hybrid racks for 2027. Risk: one customer is most of revenue.

Watch
Scorpio X volumeQ3 guide $540–560Mcustomer concentration
Where it shows up · 6

↗ Investor relations & news

MarvellMRVL

Optical DSP, custom XPU, Photonic Fabric · USA (fab TSMC) · chokepoint severe

~70% optical-DSP share + custom AI silicon + Celestial AI photonic memory fabric ($3.25B). Most complete optical stack in public equities.

Watch
DSP sharecustom-silicon winsCelestial run-rate
Where it shows up · 7

↗ Investor relations & news

BroadcomAVGO

Ethernet switches, CPO, custom AI ASICs · USA (fab TSMC) · chokepoint severe

Tomahawk switching + CPO (Davisson 102.4 Tbps) + custom XPUs for hyperscalers. Anchor of the UALink/merchant-silicon camp.

Watch
custom-ASIC rampCPO attachswitch share
Where it shows up · 3

↗ Investor relations & news

Montage Tech688008.SH

CXL controllers, memory interface · China · chokepoint severe

CXL memory controllers + DDR5 RCD/MRDIMM buffers. China's CXL silicon play.

Watch
CXL revenueMRDIMM ramp
Where it shows up · 5

↗ Investor relations & news

RambusRMBS

Memory IP, buffer chips · USA · chokepoint severe

Memory-interface IP + chips (CXL, MRDIMM, PCIe). Licensing royalties scale with every DDR5/CXL device.

Watch
royalty growthCXL IP wins
Where it shows up · 4

↗ Investor relations & news

MicrochipMCHP

PCIe/CXL retimers · USA · chokepoint high

Broad-line PCIe/CXL retimers — lower ASP, broader base than Astera. A diversified way to play connectivity content growth.

Watch
retimer attachPCIe gen transition
Where it shows up · 1

↗ Investor relations & news

Optics · photonics

CoherentCOHR

InP lasers, 800G/1.6T transceivers · USA · chokepoint critical

~25% transceiver share + vertically integrated InP lasers, with all EML capacity locked under long-term agreements through 2027. NVIDIA invested $2B (Mar 2026) explicitly to expand indium-phosphide capacity and pre-allocate it.

Watch
datacenter mix >50%InP capacity addsbook-to-bill
Where it shows up · 3

↗ Investor relations & news

LumentumLITE

EML / CW lasers · USA · chokepoint critical

The only vendor shipping 200G/lane EML lasers at volume — the exact part 1.6T optics needs — with all EML capacity under long-term agreements through 2027. NVIDIA invested $2B (Mar 2026) to lock it. Purest laser-chokepoint play.

Watch
EML ASPlaser bookingsCPO POs
Where it shows up · 3

↗ Investor relations & news

FabrinetFN

Precision optical assembly · Thailand · chokepoint severe

Contract assembler for Coherent, Lumentum, Ciena. The cleanest pluggable-demand barometer — and Thailand is now where InnoLight and Eoptolink build US-bound 1.6T volume too.

Watch
quarterly revenueutilizationBldg-10 ramp
Where it shows up · 2

↗ Investor relations & news

InnoLight300308.SZ

800G / 1.6T transceivers · China · chokepoint severe

World's largest transceiver maker: ~35% of global 800G share, Q1 2026 revenue +207% YoY on the 1.6T ramp; ~60% of NVIDIA's 800G volume with Eoptolink. Depends on US DSPs + JP/US lasers; Thailand plants dodge tariffs.

Watch
1.6T unitsThailand capacityDSP / laser dependency
Where it shows up · 3

↗ Investor relations & news

CienaCIEN

Coherent DWDM transport · USA · chokepoint severe

Coherent long-haul transport (WaveLogic) — the pipes between data centers. Indirect AI beneficiary via data-center interconnect, not intra-cluster optics.

Watch
DCI demandWaveLogic wins
Where it shows up · 2

↗ Investor relations & news

Sumitomo Electric5802.T

Lasers, fiber, FAUs · Japan · chokepoint critical

InP/CW lasers, fiber, connectors. Stock +85% in 2025 on laser tightness. Japan's component grip.

Watch
laser supplyAI optics mix
Where it shows up · 1

↗ Investor relations & news

CorningGLW

Fiber, FAUs, connectors · USA · chokepoint —

Optical fiber + connectors for the AI backbone and CPO fiber arrays.

Watch
optical-fiber demandCPO content

↗ Investor relations & news

Ayar LabsPRIVATE

Optical I/O chiplets · USA · chokepoint high

In-package optical I/O chiplets (TeraPHY). $3.75B Series E; NVIDIA/AMD/Intel backed. IPO signaled.

Watch
volume-productiondesign winsIPO timing
Where it shows up · 1

↗ Investor relations & news

LightmatterPRIVATE

Photonic interposer / CPO · USA · chokepoint high

Passage photonic interposer (114 Tbps). $4.4B valuation; T. Rowe / Google / HPE backed.

Watch
valuationcustomer pilots
Where it shows up · 1

↗ Investor relations & news

Celestial AI→ MRVL

Photonic memory fabric · USA · chokepoint high

Photonic Fabric for optical memory disaggregation. Acquired by Marvell for $3.25B — the valuation anchor.

Watch
Marvell run-ratedisaggregation wins
Where it shows up · 1

↗ Investor relations & news

The AI buyers

NVIDIANVDA

GPUs, NVLink, NVSwitch, photonic switches · USA (fab TSMC) · chokepoint severe

Buys the most HBM, NVLink and optics on earth and pre-buys supply to lock rivals out: ~60% of CoWoS, $2B each into Coherent and Lumentum (Mar 2026), $2B into Marvell. B300 (288 GB HBM3E) is the shipping reference GPU; Rubin (288 GB HBM4, 22 TB/s) samples Q4 2026, volume Q1 2027.

Watch
Rubin ramp timingsupply lockupsNVLink Fusion breadth
Where it shows up · 9

↗ Investor relations & news

AMDAMD

MI GPUs, EPYC CPUs, UALink · USA (fab TSMC) · chokepoint severe

MI-series GPUs with leading HBM capacity; the anchor of UALink. Zen 6 EPYC "Venice" launched July 2026 with roughly a year before Intel answers; MI400 carries the first UALink production silicon (H2 2026).

Watch
MI400 rampVenice share gainUALink silicon
Where it shows up · 4

↗ Investor relations & news

IntelINTC

Xeon CPUs, CXL host, Si photonics · USA · chokepoint —

Originated CXL; Xeon is the CPU host for CXL memory. Diamond Rapids (18A-P, 256 P-cores, PCIe 6) has slipped to 2027 — handing AMD's Venice a year uncontested. Foundry + photonics IP.

Watch
Diamond Rapids timing18A yieldfoundry customers

↗ Investor relations & news

China's stack

SMIC688981.SH

7nm-class logic (no EUV) · China · chokepoint severe

China's leading logic foundry; fabs Huawei's Ascend on 7nm-class DUV multi-patterning with no EUV. Held near 7nm through 2026, which caps every domestic accelerator's performance per die.

Watch
N+2 / 5nm yieldEUV workaround progress
Where it shows up · 1

↗ Investor relations & news

Huawei / HiSiliconPRIVATE

Ascend accelerators, in-house HBM · China · chokepoint severe

Ascend AI accelerators. Roadmap: 910C (2025) → 950PR/950DT (2026) → 960 (2027) → 970 (2028). From the 950 series it uses in-house HBM: HiBL 1.0 (128 GB, 1.6 TB/s) and HiZQ 2.0 (144 GB, 4 TB/s). Today's 910C still runs on stockpiled Samsung/SK Hynix HBM2E. HBM supply, not compute, gates its volume.

Watch
HiBL/HiZQ volumeSMIC allocationdomestic purchase mandates
Where it shows up · 1

↗ Investor relations & news

Also in the atlas

Applied MaterialsAMAT

Wafer-fab & packaging equipment · USA · chokepoint severe

Deposition/etch + packaging tools used across HBM TSV and advanced packaging.

Watch
packaging tool ordersDRAM capex
Where it shows up · 1