AI Infrastructure Stocks 2026–2035: The 3-Phase Bottleneck Map for the Next AI Boom

Keep this. Use it as a map, not a buy list.

Most people chase what already moved.
The money is being forced into bottlenecks: chips → memory/packaging → power/cooling → physical AI.



PHASE 1 — BUILD THE AI STACK

AI chips $NVDA $AVGO $AMD
Foundry / tools $TSM $ASML $LRCX $AMAT $KLAC
HBM / memory $MU
Storage / NAND $SNDK $HPE
Optics $LITE $COHR $AAOI
Networking $ANET $CRDO $MRVL
Cooling / electrical $VRT $NVT $ETN
Servers $SMCI $DELL
Digital infra $EQIX $DLR
GPU cloud $MSFT $GOOGL $AMZN $ORCL $CRWV $NBIS
Edge $QCOM $ARM
Cyber $CRWD $PANW

PHASE 2 — SOLVE POWER

Grid $ETN $HUBB $POWL $PWR
Power $CEG $VST $NEE
Gas / turbines $GEV
On-site $BE
Nuclear / fuel $CEG $LEU $CCJ $BWXT
Early nuclear $OKLO $SMR
Copper / minerals $FCX $ALB $MP
Connectors / electrification $TEL

PHASE 3 — PHYSICAL WORLD

Apps $PLTR $NOW $SNOW
Robotics $TSLA $SYM $ROK
Defense / drones $AVAV $KTOS $LMT
Space $RKLB $ASTS
Quantum $IONQ $QBTS (option value, not cash flow)

Own the constraint.

Do not own every ticker on the poster.

Not advice. Position size by duration of the bottleneck, not by the headline.

Reference:

  1. https://x.com/RealJGBanks (X.com September 2026)

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