I keep clicking the buy button on NVIDIA (NASDAQ:NVDA | NVDA Price Prediction), and I know how that sounds at a $5.26 trillion market cap. I am a long-term investor who reads filings on weekends, and I have added to this position again and again at prices that should make a value-minded retiree wince.
The reason is simple. I have come to believe NVIDIA sells the one thing every serious technology buyer on earth currently cannot get enough of: the compute that runs modern AI. Until that changes, I am a buyer.
The thesis in plain English
NVIDIA is the toll bridge for the agentic AI build-out. Jensen Huang put it in language I keep returning to: “Computing demand is growing exponentially” and “Blackwell sales are off the charts, and cloud GPUs are sold out.”
When the customer list reads like Meta, OpenAI (at least 10 gigawatts of NVIDIA systems), Anthropic (1 gigawatt on Grace Blackwell and Vera Rubin), and CoreWeave (5+ gigawatts of AI factories by 2030), I stop wondering whether the demand is real.
Three reasons the thesis holds
First, the growth is widening. Q4 FY2026 revenue came in at $68.13 billion, up 73.2% year over year, and full-year FY2026 revenue hit $215.94 billion. Inside that, Data Center Networking grew 263% year over year, which tells me NVIDIA is selling the entire fabric of the AI factory, including networking and systems. Management’s Q1 FY2027 guide of roughly $78 billion in revenue would extend the streak even with China data center compute zeroed out.
Second, the profitability is staggering for a company growing this fast. Non-GAAP gross margin hit 75.2% in Q4. Full-year free cash flow reached $96.58 billion, and net income totaled $120 billion. NVIDIA returned $41.1 billion to shareholders in FY2026 with $58.5 billion still authorized for buybacks.
Third, the valuation is more reasonable than the headline suggests. Trailing P/E of 43x looks rich, but forward P/E sits at roughly 26x with a PEG of 0.741. For a business beating consensus EPS in all four quarters of FY2026 and posting an operating margin of 65%, that is the kind of math that keeps me adding.
The risk I refuse to wave away
China is the real one. Export restrictions cost NVIDIA a $4.5 billion H20 charge in Q1 FY2026, and management is now guiding with zero China data center compute revenue. A Reddit thread I read this month claimed NVIDIA went from 95% to 0% in China’s AI chip market, and that is a regulatory bruise I take seriously.
The reason it has not changed my conviction: NVIDIA is still guiding to $78 billion in a single quarter without that revenue. The rest of the world is absorbing every wafer TSMC can ship.
Why the buy button stays active
The Rubin platform promises up to a 10x reduction in inference token cost versus Blackwell, and AWS, Google Cloud, Microsoft Azure, and Oracle Cloud are all deploying Vera Rubin.
Composite sentiment sits at 60.8, bullish with medium confidence, which suits me fine because crowded trades scare me more than contested ones. I am buying NVIDIA because the receipts keep arriving in the mail, quarter after quarter, and I would rather own the toll bridge than guess which car crosses next.
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