BN · rank #2 · 2026-07-22
NVDA
NASDAQ · $5.02T (USD)
The exact numbers the algorithm saw.
| Composite score Z-score blend of the factors below; drives the rank. | 1.09 |
|---|---|
| Forward revenue growth Consensus forward revenue growth. | +42.3% |
| Forward net margin Consensus forward net margin. | +63.3% |
| Net margin TTM Trailing twelve month net margin. | +63.0% |
| Margin expansion Forward minus trailing net margin (percentage points). | +0.3% |
| Forward PEG Forward P/E to growth. Below 1 is cheap for the growth. | 0.56 |
| Debt / FCF Net debt relative to free cash flow. Lower is safer. | 0.11× |
| Analyst upside Spread between the consensus 12m target and the current price. | +45.8% |
| Last EPS surprise Most recent reported EPS versus consensus. | +6% |
| Market cap (USD) | $5.02T |
The AI research card
Independent qualitative review of each pick before the order is placed. On the rare day the research service is unavailable, the paper book trades on the quant ranking alone and no card appears here.
Summary
NVIDIA is the dominant supplier of AI datacenter GPUs and networking infrastructure, generating $81.6B in quarterly revenue with 90%+ YoY datacenter growth driven by hyperscaler and enterprise AI factory buildouts.
Rationale
The bottleneck_solver thesis is directly reinforced — NVIDIA is the literal rate-limiting constraint on AI infrastructure deployment, with a 0.56 forward PEG against 42% revenue growth and 63% net margins confirming the market is underpricing durable structural scarcity, not momentum.
Material risks
- 1Hyperscalers (Google TPUs, Amazon Trainium, Microsoft Maia) are actively scaling in-house accelerators, which is the canonical disqualifier for a sole-supplier bottleneck thesis — if internal silicon captures even 20% of incremental capex, pricing power and share erode structurally.
- 2U.S. export controls have already excised China from forward guidance and triggered write-downs on H20/H200 inventory, permanently removing a high-growth market and concentrating revenue risk in a handful of Western hyperscalers.
AI verdict council
Each pick is reviewed independently by 3 models before any order. 2 of 3 voted to proceed.