Nvidia's Growth Story Faces Its Hardest Test Yet: Can the Pipeline Outrun the Expectations?

Nvidia beats Q2 estimates with $96.2B revenue, plans AWS chip expansion, and reportedly acquires Hugging Face for $12.9B, but execution risks loom.

The stock market has a peculiar way of punishing good news that isn't quite good enough. Nvidia's latest earnings report was a masterclass in that dynamic—record numbers, a beat on nearly every metric, and yet the shares initially slipped in after-hours trading before staging a sharp reversal the following day. The whiplash says less about the company's fundamentals and more about the stratospheric bar the chipmaker has set for itself.

That bar just got higher. On Thursday, two developments emerged that could define Nvidia's trajectory for years: reports that the company has agreed to acquire open-source AI platform Hugging Face for $12.9 billion, and a significant expansion of its partnership with Amazon Web Services. Neither Nvidia nor Hugging Face has officially confirmed the acquisition, which was first reported by The Information, Business Insider, and CNBC.

The AWS deal is arguably the more concrete signal. Beyond the previously announced commitment of more than one million GPUs, AWS now plans to deploy an additional two million Nvidia chips in 2027 and 2028, spanning Blackwell Ultra, Rubin, and Rubin Ultra systems alongside the new Vera CPUs. It's the kind of multi-year order book that gives investors something tangible to anchor to—provided those commitments actually convert into deliveries.

The Numbers Behind the Narrative

Nvidia's fiscal second quarter delivered the kind of growth that most companies can only dream of. Revenue hit $96.2 billion, up 106 percent from the $46.7 billion posted a year earlier. Earnings per share nearly doubled to $2.22, while gross margin improved to 75.0 percent. The data center business continues to be the engine room, accounting for 92 percent of total revenue at roughly $89 billion—comfortably ahead of the $86.33 billion analysts had penciled in, representing 117 percent year-over-year growth.

For the current quarter, CEO Jensen Huang has guided to $108 billion in revenue, again above consensus estimates and notably excluding any China data center sales. His earnings call commentary was characteristically bold: "AI has reached its tipping point. It does useful work. Its tokens are productive and profitable. Now compute is revenue."

The broader demand picture appears supportive. Huang pointed to plans by the five largest hyperscalers to lift capital expenditures from $800 billion this year to $1.3 trillion next year—a figure that underpins the entire AI infrastructure trade, from Nvidia's GPUs to the power management chips that keep data centers running.

The Bull Case: A Platform Play Takes Shape

The reported Hugging Face acquisition, if confirmed, would mark a strategic pivot from hardware supplier to full-stack AI architect. Hugging Face is one of the most widely used platforms for open-source AI models, and integrating it with Nvidia's CUDA software layer and Rubin platform could deepen the company's ties with the developer community in ways that extend well beyond chip sales.

The AWS expansion, combined with plans to build secure AI infrastructure for US government agencies involving systems of 100,000 GPUs, creates a multi-year revenue runway that stretches beyond the current quarter's growth forecast. Add in the $80 billion share buyback authorization approved in May—with $99.3 billion still remaining at the end of the second quarter—and management's confidence in its own cash generation becomes clear.

BMO Capital initiated coverage on August 21 with a $340 price target, arguing that Nvidia possesses the most complete integrated technology stack for large language models in the market.

The Bear Case: Execution Risks Loom

For all the optimism, there are legitimate questions about how much of this narrative is already priced in. The Hugging Face deal remains an unconfirmed media report, not an official filing. If it collapses or faces delays, a key pillar of the platform-expansion story would fall away.

The AWS commitment, while impressive in scale, stretches across two years. Demand fluctuations, supply chain disruptions, or a slowdown in cloud investment budgets among hyperscalers could all alter the actual volume of chips ultimately ordered. Piper Sandler had already downgraded the stock to Neutral in June, citing potential regulatory scrutiny—a concern that would only intensify with a major acquisition like Hugging Face.

Regulatory risk tends to grow with market capitalization, and Nvidia's current valuation of roughly €4.431 trillion makes it a natural target for antitrust attention. The elevated 42 percent annualized 30-day volatility suggests the market is already pricing in some of this uncertainty.

The Sector Ripple Effect

Nvidia's earnings set the tone for the entire AI complex, and this week's trading showed how differently the story plays out across business models. AMD has emerged as a credible infrastructure alternative, with Raymond James upgrading the stock to Strong Buy and lifting its price target to $641 from $565, citing the "strongest combination of direct earnings leverage, data center positioning, and market share gains." The company's data center revenue jumped 107 percent to $6.7 billion in the second quarter, now representing more than half of total sales, while its x86 processor share climbed to 30.7 percent overall and 34.5 percent in servers.

Infineon is attacking a less glamorous but equally critical bottleneck: power delivery for AI data centers. Its acquisition of C2i Semiconductors, an Indian specialist in software-defined multiphase controllers, targets a market Bank of America estimates could reach $15.9 billion by 2030. The company's third quarter was a record, with revenue of €4.17 billion, and it now guides to approximately €16.3 billion for the fiscal year.

SAP finds itself in a more awkward position. UBS downgraded the stock to Neutral despite raising its price target to €201, citing slow delivery of agent-based AI functions. The company has shipped 17 production-ready AI agents with another 15 in ramp-up, but its target of 200 by year-end looks ambitious. Morgan Stanley and Wells Fargo remain bullish with targets of €215 and €210 respectively, but the stock trades 10 percent lower year-to-date.

ServiceNow has been quietly building out its ecosystem, expanding a multi-year partnership with Tech Mahindra that processes over 100,000 cases monthly across 90 countries. The stock jumped 9.0 percent to €117.40 on the news, adding to a 21 percent gain over the past 30 days.

What Comes Next

The immediate test for Nvidia is whether the $108 billion revenue forecast for the third quarter—implying 89 percent growth—actually materializes. The stock currently sits 3.9 percent below its 52-week high of €202.50, having closed the gap after Thursday's 8.1 percent surge. The reported AWS expansion, the SpaceX engagement using Vera CPUs for agentic AI applications, and the potential Hugging Face integration all point in the same direction: Nvidia wants to be the architect of AI infrastructure, not just the supplier of its components.

But the market's initial hesitation after earnings serves as a reminder that expectations have become extraordinarily demanding. Every new commitment, every partnership, every acquisition will be scrutinized for whether it can actually be delivered. The infrastructure partnerships—AWS, SpaceX, the government systems—must translate into concrete shipments. The Hugging Face deal must clear regulatory hurdles and deliver genuine platform benefits.

One misstep, whether a failed acquisition or a regulatory block, could prompt a rapid reassessment of the risk appetite that has driven the stock to these levels. For now, the growth narrative remains intact, but the margin for error has never been thinner.