NVIDIA's Supply-Constrained Supercycle: Margin Reset and the New Financing Flywheel
Record $96B quarter, 70% FY28 guide, but margins take a hit as NVIDIA becomes the financier of its own demand.
NVDA · Earnings Call · 2026-08-26
NVIDIA delivered yet another record quarter, with revenue of $96 billion, more than doubling year-over-year, and guided to ~70% growth in fiscal 2028. But the call was not just about growth—it was about a deliberate strategic reset. As CFO Colette Kress put it, “We expect to grow revenue by approximately 70% in fiscal 2028. This is a supply-constrained outlook.” — Colette Kress, Executive Vice President and Chief Financial Officer · 2026-08-26 The company also reset gross margin expectations downward for the next two quarters, acknowledging memory cost inflation. Yet behind these numbers lies a new financial architecture that could expand NVIDIA's addressable market far beyond silicon.
A Quarter of Paradoxes
The most striking shift is in NVIDIA's own keyword trajectory: Open models has surged to the company's #1 keyword this quarter, with AI lab and Frontier AI labs also spiking. This is a change from last quarter's top keyword "second category" and the prior focus on "agentic systems." The company is now explicitly positioning itself as the platform for both open and closed models, with Jensen emphasizing that "the world will need both closed models and open models." The new emphasis on AI labs—companies like OpenAI, Anthropic, and others—is reflected in the $50B of investments and the $500B financing platforms to support their infrastructure. As Colette noted, “their growth isn't limited by their technology or customer demand. It's limited by compute.” — Colette Kress, Executive Vice President and Chief Financial Officer · 2026-08-26 Indeed, the company's ACIE segment (which includes NeoClouds and enterprises) grew 25% sequentially and now represents nearly half of data center revenue. The revenue-sharing model—where NVIDIA provides take-or-pay commitments on a portion of NeoClouds capacity in exchange for a share of future revenue—is a novel departure. “NVIDIA provides a take-or-pay commitment on a portion of the facility's capacity, a minimum revenue guarantee that gives lenders the confidence to underwrite the project, and in exchange, we share in a portion of the NeoCloud's revenue earned above that floor.” — Colette Kress, Executive Vice President and Chief Financial Officer · 2026-08-26The Margin Reset: Memory as a Demand Signal
The most significant financial news was the gross margin reset. NVIDIA expects Q3 gross margins of 74% (±50bps), bottoming at 71-72% in Q4, before recovering to 72-73% in FY28. Colette attributed this to "extreme pricing conditions in memory." However, she framed it positively: “Memory scarcity today is being driven in large part by the AI build-out itself.” — Colette Kress, Executive Vice President and Chief Financial Officer · 2026-08-26 This is a bold interpretation—rather than a cost problem, it's a demand signal. The company also noted that its own revenue per gigawatt is expanding from $25B (Blackwell) to $40B (Vera Rubin), which partially offsets higher input costs. The gross margin trend is visible in the fundamentals: Gross margin stood at 75% in the latest quarter, but the forward guide implies a temporary dip.Financing the AI Build-Out
NVIDIA is no longer just a chip seller; it's becoming an infrastructure financier. Through partnerships with Apollo, BlackRock, and others, it's raising $500B of third-party capital for Frontier AI labs. The $50B of direct investments, plus the revenue-sharing model, allows NVIDIA to capture a share of the rental revenue stream beyond the initial hardware sale. Critics call this circular financing; NVIDIA calls it a once-in-a-generation opportunity. The SoftBank Energy partnership for OpenAI's 4.25GW site, with 1.5M GPUs per generation, underscores the scale. Vera Rubin is ramping faster than any prior product, and the standalone Vera CPU targeting a $20B TAM is another leg. With AWS adding 2M GPUs, demand appears insatiable, yet the company is guiding only to what it can supply. As Jensen bluntly put it,Prior calls hinted at this trajectory: in February, Jensen said “We have now seen the inflection of agentic AI and the usefulness of agents across the world” — Jen-Hsun Huang, President and Chief Executive Officer · 2026-02-25, and in May he predicted “VeraRubin... will surely be more successful than even Grace Blackwell.” — Jen-Hsun Huang, President and Chief Executive Officer · 2026-05-20 Today's call confirms that pace.Our entire supply chain is challenged. And it's everybody is really running flat out.