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AI data centers shortage

Memory and storage shortage: Stage 3, Priced in

Stage 3 · Priced in

HBM memory, flash and hard drives allocated into 2028.

What is short
HBM memory, flash and hard drives allocated into 2028.
Fear holding it back
Already priced: SanDisk went about 41x in 21 months.
What could change it
Memory price reports each month.
What the stage means
Stage 3, Priced in: the shortage is real and the stocks already reflect it.

Six shortage signals

4/6
  • Prices rising: yes
  • Lead times over a year: yes
  • Sold out or long contracts: yes
  • New supply 18+ months away: yes
  • Stock below its high: no
  • A dated catalyst: no

More signals means a tighter squeeze. How the signals work.

Stocks tied to this shortage

Stocks tied to these shortages, with stage, price on 30 Sep 2026, 12-month range, analyst target and what-if cases
MU
Micron
Stage 3 · Priced in$1,065
$164.00 – $1,255
15%$1,523$143.00$44.00
SNDK
SanDisk
Stage 3 · Priced in$1,740
$112.00 – $2,354
26%$2,137$122.80$37.50
STX
Seagate
Stage 3 · Priced in$922.34
$209.00 – $1,145
19%$1,125$121.97$47.75
WDC
Western Digital
Stage 3 · Priced in$454.46
$112.52 – $799.87
43%$664.92$146.31$45.50

Range bar: the dark tick is the price between the 12-month low (left) and high (right). The green tick is the analysts' average 12-month target, capped at the high. Good case uses that target. Bad case is a 2022-style slump: a 25% market drop scaled by the stock's beta (floor 0.5; 2.5 where beta is missing). Event stocks use an "event fails" estimate. These are what-if numbers, not predictions.

Questions

What is short in memory and storage?

HBM memory, flash and hard drives allocated into 2028.

What stage is the memory and storage shortage in?

Stage 3, Priced in: the shortage is real and the stocks already reflect it. It scores 4 of 6 shortage signals.

What is holding memory and storage stocks back?

Already priced: SanDisk went about 41x in 21 months.

What could change the memory and storage story?

Memory price reports each month.

More in ai data centers

Glass cloth for chip boards (one maker holds about 90%) and MLCC capacitors. Prices up 30% to 140%.

Fear: Most makers trade in Japan and Taiwan; US exposure is thin.

TTMI, VSH5/6
Trend: AI data centers

Optical lasers

Stage 2 · Pulled back

Indium phosphide lasers for fiber links between AI chips. Lumentum says tight into 2028.

Fear: September AI-spending wobble cut many of these 35% to 58%.

LITE, COHR, CIEN, FN, AAOI, AXTI5/6
Trend: AI data centers

Server CPUs

Stage 3 · Priced in

AMD's 2027 output reportedly committed; prices up over 40%.

Fear: Stocks already at analyst targets.

AMD, INTC2/6
Trend: AI data centers