Sector · Semis Supply Chain Theme · Own the Bottleneck Style · STACKER

Eliminate the Bottleneck of AI Infrastructure — Top 4 Picks

Hyperscaler 2026 capex total $725B (+64% YoY). However, the real constraint on GPU shipments is not the GPU itself — TSMC CoWoS, HBM metrology, advanced chemistry, and 1.6T interconnect are simultaneously in short supply. SMTC · NVMI · ENTG · AMKR — All 4 stocks are covered with an OW (Overweight) rating.

Hyperscaler '26 Capex
$725B
+64% YoY
2026 WFE Market
$126B
+9.0% YoY
CoWoS Capacity 2026E
130k wpm
×4.0 vs 2024
SOX YoY (1Y)
+150%
Longest winning streak of 18 consecutive days
01 Thesis — Own the Bottleneck

The bottleneck is not the GPU, but packaging, metrology, chemistry, and interconnect. NVIDIA Blackwell is sold-out until mid-2026, with a backlog of 3.6 million units (FinancialContent, 2025-12-29)FACT. However, the actual source of shipping constraints is the fact that HBM+packaging accounts for approximately 2/3 of the B200 manufacturing cost (Epoch AI, 2025)FACT. Although TSMC is increasing CoWoS capacity fourfold from 35k wpm in 2024 to 130k wpm by the end of 2026 (Morgan Stanley, 2026-02), NVIDIA alone has pre-booked approximately 60% of the capacity for the 2026 fiscal year (TrendForce, 2025-12)FACT. AMD MI350/MI400, Broadcom·Google·Meta's own ASICs, OSAT (AMKR/ASE) routing is a reasonable optionINFERENCE.

In this structure, "One generation above (N+1) process transition = increased metrology intensity" is arithmetic. GAA (nanosheet) channel thickness control of ±0.1nm is required, and the frequency of inspection increases rapidly due to the application of EUV to HBM4's d1c/d1d DRAM node (SemiEngineering, 2025)FACT. At the same time, the consumption of chemical consumables (CMP slurry, filters, gas) increases non-linearly per wafer.

Pull Quote
"Foundries are sold-out, packaging is sold-out, and HBM is insufficient even with the combined output of SK Hynix, Micron, and Samsung. In 2026, money will be made not by chip design, but by companies that sell bottlenecks." — Quantamental Hybrid Desk

Therefore, this report groups 4 stocks under the same theme — SMTC (1.6T active copper/optical interconnect), NVMI (metrology niche #2, direct beneficiary of GAA·HBM), ENTG (chemical·filtration·CMP, deleveraging in progress), AMKR (OSAT #2, Arizona advanced packaging).

The macro setup also supports this thesis. The Fed froze at 3.50–3.75% at the FOMC on April 30, with a hawkish tone reinforced by more than 2 dissents (Reuters, 2026-04-30)FACT. 10Y 4.42%, DXY 98–99 range — Duration is a burden, but SOX is overwhelming the macro headwinds with the longest winning streak of 18 trading days in 32 years, +44% (Yahoo, 2026-04)FACT. While short-term volatility is recognized as Burry's SOXX put betting has emerged, the visibility of capacity sold-out fully offsets earnings risk.

02 4 Company Positioning Matrix
Bottleneck Exposure Score (1–5 points, INFERENCE)
CHART
TICKER AI Capex HBM Adv. Pkg Defensive China Risk(reverse)