CNBC’s Jim Cramer distilled the current NVIDIA setup into one sentence on X: “you get a couple of reports that Nvidia chips are holding their value and are scarce and the stock soars.” The post landed as NVIDIA (NASDAQ:NVDA | NVDA Price Prediction) closed up 2.93% at $206.64 on August 3, 2026, extending a 6.7% one-week gain and pushing the stock 12.8% higher year to date. For a name with a roughly $5.094 trillion market capitalization, that is a meaningful daily move, and it maps directly onto the two supply-side narratives Cramer is pointing at.
The Reports Behind Cramer’s Take
Two theories circulating this week gave the scarcity thesis fresh ammunition. An analysis by Beth Kindig, aka the “Queen of Nvidia,” flagged that TSMC’s N3 process wafer capacity is severely constrained, with the biggest AI chip designers, NVIDIA and Google, both leaning on the same node and rising prices reflecting the bottleneck. Separately, Bank of America is now modeling hyperscaler capital expenditures to exceed $1.2 trillion over the next year, with the sector’s bottleneck shifting from demand to supply.
Value retention in the secondary GPU market is the second leg. Hyperscalers describe cloud GPUs as sold out, and rental economics for prior-generation Hopper silicon have stayed firm even as Blackwell ramps. That behavior signals a market where installed hardware is still earning its keep, which is the opposite of what you would expect if the AI capex cycle were peaking.
NVIDIA’s Numbers Confirm the Scarcity Thesis
NVIDIA’s most recent report, filed May 20, 2026, reads like a scarcity case study. Q1 FY2027 revenue came in at $81.615 billion, up 85.23% YoY, beating the consensus by 3.16% and setting a new company record. Non-GAAP diluted EPS of $1.87 topped the $1.7738 estimate. Data Center revenue reached $75.246 billion, growing 92% year over year, with networking (InfiniBand, NVLink, Spectrum-X) up 199%.
The margin picture is the tell. Non-GAAP gross margin held at 75.0%, up from 60.8% a year earlier. Sustaining that gross margin while revenue nearly doubles is the fingerprint of pricing power created by supply that trails demand. Free cash flow of $48.55 billion in the quarter funded a $80 billion repurchase authorization and a dividend increase from $0.01 to $0.25 per share.
The clearest scarcity signal sits in the balance sheet commentary. Total forward supply-related commitments jumped to $119.0 billion in Q1 FY2027, versus $95.2 billion in Q4 FY2026 and $50.3 billion in Q3 FY2026. NVIDIA is writing large checks to lock in wafer starts, HBM, and networking silicon well before customer purchase orders convert to revenue. Details are in the company’s Q1 FY2027 8-K filing.
What to Watch Next
Nvidia management guided Q2 FY2027 revenue to $91.0 billion, give or take 2%, with 75.0% non-GAAP gross margin, and that figure excludes any China Data Center compute revenue. Named commitments underneath the guide include 10 gigawatts of systems for OpenAI, an initial 1 gigawatt for Anthropic, millions of Blackwell and Rubin GPUs for Meta over multiple years, and 5-plus gigawatts for CoreWeave by 2030.
Jensen Huang framed the backdrop in generational terms: “The buildout of AI factories, the largest infrastructure expansion in human history, is accelerating at extraordinary speed.”
Valuation is where the debate lives. NVIDIA trades at roughly 30.7 times trailing earnings and 22.8 times forward earnings, with an analyst consensus target of $302.83 and 58 buy or strong buy ratings against 2 holds and 1 sell. Reddit sentiment, meanwhile, has been predominantly bearish across r/wallstreetbets in early August, driven more by loss-focused posts than by any obvious crack in the fundamentals. Cramer’s read is that scarcity and value retention are the signals that matter most for the next leg. The Q2 report, due in late August, will test that thesis against the $91 billion guide and bring the scarcity debate full circle.
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