These companies at the current valuations will be as memorable as April 2025: (Either we have bottomed or close to)
1. $NVDA FwD PE 21x
2. $MSFT FwD PE 22x
3. $AMZN FwD 26x
4. $META FwD PE 21x
5. $AVGO FwD PE 24x
6. $TSM FwD PE 22x
7. $MU FwD PE 8x
8. $AMD FwD PE 28x
9. $SAMSUNG FwD PE 8x
10. $APP FwD PE 28x
11. $NOW FwD PE 26x
12. $SNDK FwD PE 7x
13. $WDC FwD PE 22x
14. $MELI FwD PE 29x
15. $HOOD FwD PE 31x
16. $NBIS P/S 53x Expected re-rating
17. $IREN P/S 22x Expected re-rating
$GOOGL, $MSFT, $META & $AMZN just confirmed $600B+ in 2026 CapEx.
Here’s how that money flows through the AI stack:
GPUs, Accelerators
• $AMD provides second source AI GPUs with MI300 & MI400 series
• $NVDA powers the AI accelerator layer with Blackwell shipping & Rubin in production
ASICs, TPUs, Design Services
• $MRVL provides interconnect & custom silicon for AI racks
• $ARM supplies CPU architecture across hyperscaler server fleets
• $CDNS enables hyperscaler AI chip development through EDA tools
• $AVGO builds custom AI silicon & networking ASICs for hyperscalers
• $SNPS powers hyperscaler silicon roadmaps with chip design software
Memory
• $MU supplies HBM & advanced DRAM for AI accelerators
• $SNDK supplies NAND flash for hyperscaler storage layers
• $WDC provides high capacity storage for AI data pipelines
Networking
• $CRDO supplies high speed SerDes for AI interconnect
• $COHR provides lasers & photonics for optical networking
• $ALAB delivers connectivity silicon for rack scale AI systems
• $ANET powers high speed switching inside hyperscaler AI clusters
• $GLW supplies fiber & optical materials for data center connectivity
Foundry & Advanced Packaging
• $KLAC process control for yield & reliability
• $LRCX etch & deposition tools for chip scaling
• $TSM advanced logic manufacturing for AI chips
• $AMAT wafer fab equipment for advanced nodes
• $ASML EUV lithography enabling leading edge nodes
• $AMKR advanced packaging & test for AI accelerators
• $INTC domestic foundry & advanced logic manufacturing for AI chips
AI Utility Layer
• $IREN builds down into power + compute
• $NBIS builds across the software + developer layer
• $CIFR rents out the physical layer through long-term leases
• $CRWV provides on demand GPU cloud capacity for AI workloads
Energy & Power
• $FSLR adds incremental utility scale solar capacity
• $CEG delivers nuclear baseload for large data center clusters
• $NEE builds large scale renewable capacity for grid expansion
• $VRT controls cooling & power systems inside AI data centers
• $VST supplies dispatchable power for hyperscaler grid demand
• $BE provides on site power that bypasses the grid for AI clusters
• $EOSE enables long duration storage for 24/7 data center power
• $SMR develops small modular reactors for future nuclear buildouts
• $OKLO provides “local nuclear plant” that the AI economy will require
• $GEV supplies turbines, transformers & grid hardware for grid rebuild