Memory Sector Primer: HBM, NAND, and the 2026 Up-Cycle

HBM is sold out through 2027 and SK Hynix posted 49 percent operating margins on it. NAND is undersupplied for the first time in a decade, with KV-cache offloading and 122 TB QLC drives adding a new demand tier that didn’t exist 18 months ago. Macronix becomes the only credible sub-32GB MLC supplier in the world after Samsung exits in October 2025. This is a multi-year up-cycle, not a quarter-to-quarter print.

TLDR

The 2024 to 2026 memory cycle is the first one that is not just a commodity boom and bust. HBM has decoupled from the rest of DRAM and now functions as a long-cycle, contracted, high-margin business sold to NVIDIA, AMD, and the hyperscalers under multi-year supply commitments. SK Hynix posted 49% operating margin in FY2025, an all-time record for any memory maker, almost entirely on HBM3E shipments. Simultaneously, the NAND industry is undergoing a structural consolidation as Samsung, SK Hynix, Micron, and Kioxia all exit sub-32GB MLC eMMC by 2028, leaving Macronix as the only credible global supplier. KV cache offloading is creating a new structural NAND demand tier (122 TB QLC drives at hyperscalers) that did not exist 18 months ago. Sell-side consensus and FundaAI both project shortage through 2027 to 2028, with capex commitments today not delivering wafer output until late 2027 at the earliest. This is a multi-year up-cycle, not a quarter-to-quarter print.

INVESTMENT THESIS — 3 BULLETS

THE PICKS

Rank Ticker Conviction One-Line Thesis Biggest Risk
1 000660.KS (SK Hynix) High HBM near-monopoly, 62% share, 49% FY25 op margin HBM4 multi-vendor competition 2H 2026
2 MU (Micron) High HBM share gainer, NVIDIA Vera Rubin 12-high HBM4 supplier, 56% data center Samsung HBM4 qualification timing
3 2337.TW (Macronix) High Sub-32GB MLC eMMC monopoly post-2028, 265x eMMC revenue ramp Q1 2026 actuals must validate KGI thesis
4 285A.T (Kioxia) Medium-High NAND-only purest play, 7.8x forward P/E Bain selldown overhang ($3-4B per block sale)
5 SNDK (Sandisk) Medium-High Post-spin operating leverage extreme, KV cache QLC qualifying Already +295% YTD; entry less attractive
6 005930.KS (Samsung) Medium HBM3E qualification recovery, HBM4 30%+ NVIDIA allocation target Diversified, less pure than Hynix
7 688008.SS (Montage) Medium DDR5 RCD 36.8% share, IP-like high-margin China A-share access constraint

Avoid: Western Digital (HDD-only post-spin, no HAMR catalyst yet), Nanya Technology (no HBM, behind Winbond on tech), Powerchip (foundry+DRAM hybrid, China substitution risk).

KIOXIA 285A — BAIN/TOSHIBA LOCK-UP TABLE

Note: Kioxia ticker is 285A.T, not 6600.T as commonly mis-cited.

IPO and entry

Item Detail
Listing December 18, 2024 (delayed from October)
IPO price ¥1,455 (midpoint of ¥1,390-1,520)
First-day close ~¥1,645 (+13%)
Total raised ¥120.4B (~$800M) including greenshoe
IPO market cap ¥784B (~$5.2B)
Float at IPO ~28% (below TSE Prime 35% requirement)
Bain entry (2018) ¥2T consortium deal, Asia’s largest LBO at the time
SK Hynix entry (2018) ¥395B (~$3B) for ~14% post-conversion stake

Lock-up timeline and selldown

Date Event
Dec 18, 2024 IPO; 180-day lock-up begins for all major holders
Jun 15-16, 2025 180-day lock-up expires
Nov 25, 2025 Bain block sale #1: ~36M shares at ~¥9,000 = ~¥355B (~$2.3B)
Late Feb-early Mar 2026 Bain block sale #2: ~35-40M shares at ~¥20-25K = ~¥700-1,000B (~$3.5B)
2028 SK Hynix’s 15% voting cap on convertible bonds expires
2030 (target) Kioxia management goal: hit 35% TSE Prime float

Current shareholder structure (April 2026)

Holder At IPO Current (est.) Notes
Bain Capital (BCPE Pangea) ~52% ~28-30% Two block sales executed; more expected
Toshiba / JIP ~32% ~27-30% No sales yet; expected to sell down
SK Hynix ~14% ~14% Voting capped at 15% until 2028
Hoya ~3% ~3% Stable
Free float ~28% ~28-35% Rising as Bain sells

Bain economics

Metric Value
Total realized to April 2026 ~$5.7-5.9B
Remaining stake at ¥34,580 ~163M shares = ~¥5.6T (~$37B)
Total position value ~$43-44B against $18B consortium deal

Conclusion: There is no price threshold that would cause Bain to hold. Expect another ~5% block sale (~¥480B / ~$3.2B) within 6-12 months. Position size against the supply pressure.

OPEN ITEM — FUNDAAI BULL CASE

FundaAI is extremely bullish on MU, SNDK, and Kioxia 285A for FY2026 EPS, with implied targets ~50-100% above sell-side consensus. The structural thesis is robust (HBM permanent demand, NAND undersupply, pricing leverage non-linear, supply discipline holds, AI accelerator scarcity persists). I’d haircut the EPS bull cases by 20-30% for HBM4 multi-vendor risk and macro tail risk, and weight Sandisk and Kioxia higher than Micron given NAND has the tighter near-term shortage signal and Samsung is a bigger threat to Micron than to Hynix.

Action needed: Chrome session at funda.ai is logged out. Once logged back in, re-run the Estimate Analysis tool on MU, SNDK, 285A.T to pull live FY2026 EPS targets and validate revenue/ASP assumptions against management guidance ranges.

METRICS TO TRACK

Metric What it measures Where to find What’s bullish
HBM bit demand growth YoY Demand for accelerator memory SK Hynix earnings, NVIDIA capex >70% YoY through 2027
NAND contract price QoQ NAND cycle health TrendForce monthly +10% or more QoQ sustains thesis
DRAM contract price QoQ DRAM cycle health TrendForce monthly +10% or more QoQ sustains thesis
TSMC CoWoS capacity HBM packaging bottleneck TSMC earnings Capacity expansion lags HBM demand = sustained scarcity
CXMT global DRAM share China substitution threat TrendForce <10% by year-end 2026 = thesis intact
Macronix eMMC bit shipment Validates KGI thesis Macronix monthly sales Q1 2026 print = first real test
Bain Kioxia next block sale Supply pressure on 285A TSE filings, JP press Larger block at lower price = capitulation, buy
HBM4 Samsung qualification NVIDIA premium compression risk Samsung earnings Delay = SK Hynix premium intact

NEXT STEPS

Priority Command Why
1 Log into funda.ai in Chrome, then /funda-tools Estimate Analysis on MU, SNDK, 285A.T Refresh Section 15 with live FY2026 EPS and validate vs sell-side
2 /checklist 2337.TW (Macronix) Pre-buy discipline before sizing eMMC monopoly thesis
3 /dcf 000660.KS (SK Hynix) DCF to price the HBM premium, pressure-test the 49% margin extrapolation
4 /mgmt-dd 285A.T (Kioxia) Standalone management quality vs Bain overhang
5 Watch Macronix Q1 2026 print First real-world test of KGI’s eMMC ramp thesis (NT$0.86B → NT$56.4B in 2026)
6 /profile 688008.SS (Montage) DDR5 RCD bottleneck deep-dive — IP-like compounder, HK-Connect access
7 Watch for Bain’s third Kioxia block sale Sets supply baseline through 2026; potential entry on capitulation

SOURCE

Full primer at ~/claude/output/primer/memory-sector-primer.md (10,200 words). Built on prior vault research (data-center-memory-types.md, nand-flash-kv-caching-llm.md, Macronix KGI translation), four parallel research threads (memory physics, company financials, Kioxia IPO structure, earnings transcripts last 8 quarters), and SemiAnalysis / FundaAI / KGI / TrendForce sources.