- HBM3E supply sold out through 2026; pricing power inflecting.
- AI accelerator memory demand outpacing fab capacity by ~22%.
- Sell-side EPS revisions up 9 of last 10 weeks — sector best.
Where capital should be deployed
A curated marketplace of investment opportunities — ranked, scored, and explained.
Top opportunities today
The strongest setups across the TT2 universe.
- Hyperscaler thermal & power backlog +71% YoY.
- Liquid cooling attach rate doubling per refresh cycle.
- Operating leverage expanding gross margin 300bps.
- Royalty leverage on every edge-AI silicon design win.
- v9 mix accelerating ASP growth into double digits.
- Custom silicon trend = secular royalty tailwind.
Underfollowed & early
Live Discovery Scores generated from TT2's intelligence engine.
Signals strengthening
Conviction not yet high — but the trend is building.
Grid orders surging; quote book +38% QoQ.
Uranium spot +6% MoM; utility contracts firming.
Da Vinci 5 attach rate exceeding plan.
Neutron timeline holding; revenue mix improving.
Cyber backlog growth re-accelerating.
Organ transport network expansion.
Strongest name per theme
Where the heat is — and who's leading it.
Opportunity table
Sort by score to compare across the full universe.
| # | Ticker | Company | Theme | Opp | Conv | Disc | Horizon |
|---|---|---|---|---|---|---|---|
| 1 | MUFit 80 · Strong fit | Micron Technology | Semiconductors | 91 | 84 | 62 | 6 – 12 mo |
| 2 | VRTFit 80 · Strong fit | Vertiv Holdings | Power Infrastructure | 88 | 86 | 55 | 12 – 24 mo |
| 3 | ARMFit 80 · Strong fit | Arm Holdings | AI Infrastructure | 86 | 81 | 58 | 6 – 12 mo |
| 4 | CLSFit 80 · Strong fit | Celestica | AI Infrastructure | 82 | 74 | 88 | 6 – 12 mo |
| 5 | POWLFit 80 · Strong fit | Powell Industries | Power Infrastructure | 79 | 72 | 85 | 12 – 24 mo |
| 6 | KTOSFit 80 · Strong fit | Kratos Defense | Defence | 78 | 71 | 82 | 12 – 24 mo |
| 7 | NNEFit 80 · Strong fit | Nano Nuclear Energy | Nuclear | 76 | 64 | 84 | 12 – 24 mo |
| 8 | SYMFit 80 · Strong fit | Symbotic | Robotics | 74 | 66 | 80 | 12 – 24 mo |
| 9 | AMBAFit 80 · Strong fit | Ambarella | AI Infrastructure | 72 | 63 | 78 | 6 – 12 mo |
TT2 suggestions
The single best idea for each deployment style.
Highest opportunity score with conviction confirmed across network, market and AI views.
Under-followed AI infra ODM with margin mix re-rate not yet in consensus.
Multi-year data-centre electrification backlog with compounding earnings power.
Royalty leverage into next print; v9 mix catalyst within 90 days.
High discovery score with conservative balance sheet and visible order book.