AI Capex Flow MapHyperscaler → Supplier Attribution

Suppliers

Fifteen names across seven layers of the AI infrastructure stack. Each has a modeled dollar flow from Big 5 capex plus the disclosed customer exposure that drives the attribution. Click any ticker for a deep dive.

Compute Silicon

GPUs, custom AI accelerators, networking ASICs sold into hyperscaler training/inference clusters.

3 names
TickerWhat they sellHyperscaler exposureModeled flowNotes
NVDA
NVIDIA
H100/H200/B100/GB200/GB300 datacenter GPUs and NVL networking50.0%$111.8B10-K F2025 disclosed two 10%+ customers (‘Customer A’ 16%, ‘Customer B’ 14%) plus several mid-single-digit hyperscaler exposures. Most concentrated AI capex beneficiary.
AVGO
Broadcom
Custom AI ASICs (Google TPU, Meta MTIA), Tomahawk networking switches40.0%$39.0BThree named AI ASIC customers as of FY25 (Google, Meta, ByteDance) plus pipeline. AI semiconductor revenue ~$15B FY25 trending toward $25B+ FY26 per company commentary.
AMD
Advanced Micro Devices
MI300X / MI325X / MI350 series datacenter GPUs30.0%$12.9BMicrosoft, Meta, Oracle are disclosed MI300X customers. DC GPU revenue ~$5B FY25; AI run-rate ramping.
Foundry & Equipment

Wafer fabs and the semiconductor capital equipment that builds AI chips.

4 names
TickerWhat they sellHyperscaler exposureModeled flowNotes
TSM
TSMC
Leading-edge foundry for NVDA, AMD, AVGO, AAPL, GOOGL, AMZN AI silicon60.0%$11.7BHPC segment ~52% of revenue FY25 and growing. Effectively the chokepoint for advanced AI silicon production.
ASML
ASML Holding
EUV + High-NA EUV lithography monopoly for sub-7nm node35.0%$5.2BSells to TSMC, Samsung, Intel — indirect AI capex exposure via foundry capacity build.
AMAT
Applied Materials
Deposition, etch, ion implant tools for advanced logic & HBM30.0%$5.2BWFE leader; advanced packaging and HBM growth drivers tied to AI demand cycle.
LRCX
Lam Research
Etch and deposition for memory (HBM/DRAM) and advanced logic30.0%$3.9BHBM ramp tailwind; memory segment ~40% of revenue and growing on AI.
HBM & Memory

High-bandwidth memory stacks, DDR5/6 server DRAM.

1 names
TickerWhat they sellHyperscaler exposureModeled flowNotes
MU
Micron Technology
HBM3E, HBM4 memory stacks and DDR5 server DRAM45.0%$11.1BHBM sold out through 2026; pricing power tied to NVDA/AMD GPU shipments. Disclosed >10% customer (likely NVDA).
Networking & Optical

Switches, optical transceivers, DWDM gear connecting AI clusters.

2 names
TickerWhat they sellHyperscaler exposureModeled flowNotes
ANET
Arista Networks
Datacenter Ethernet switches for AI back-end and front-end fabrics60.0%$16.3BMETA and MSFT each >10% customers historically. AI back-end design wins ramping into 2026.
CIEN
Ciena
Coherent optical networking for DC interconnect and long-haul AI fabric35.0%$4.4BWebscale segment >40% of revenue; tied to inter-DC bandwidth growth for distributed AI training.
Power & Electrical

Switchgear, UPS, busways, transformers, turbines — the bottleneck of AI buildout.

3 names
TickerWhat they sellHyperscaler exposureModeled flowNotes
VRT
Vertiv Holdings
Thermal (liquid cooling, CDU), power (UPS, busway, switchgear) for AI DCs45.0%$36.1BBacklog and book-to-bill leading indicator. Direct beneficiary of liquid cooling transition for GB200/GB300.
ETN
Eaton
Power distribution, switchgear, busway for data center electrification25.0%$25.6BData center is fastest-growing electrical segment; ~15% of total electrical revenue and rising.
GEV
GE Vernova
Gas turbines (HA-class), grid equipment, electrification for DC power20.0%$13.9BMulti-year turbine backlog — lead times pushing to 2028+. Indirect AI capex play via behind-the-meter gas.
Datacenter Build

EPC contractors and integrators executing hyperscaler DC construction.

1 names
TickerWhat they sellHyperscaler exposureModeled flowNotes
PWR
Quanta Services
Electrical EPC, transmission line construction, DC site builds20.0%$24.4BElectric segment backlog records on hyperscaler + utility DC interconnect demand.
Neoclouds

Specialized AI-cloud providers; partially beneficiaries, partially direct counterparties of hyperscalers.

1 names
TickerWhat they sellHyperscaler exposureModeled flowNotes
CRWV
CoreWeave
Pure-play GPU cloud, long-term contracts with hyperscalers + AI labs60.0%$10.2BMSFT was ~62% of FY24 revenue per S-1; OpenAI and Meta deals signed 2025. Counterparty risk ↔ capex flow.