Woofun AI reports that NVIDIA's latest quarterly performance, anchored by CEO Jensen Huang and CFO Colette Kress, delivered a record-breaking result that Wall Street interpreted as validation of the ongoing AI bull market, despite underlying structural risks.

The financial metrics for the quarter revealed a massive scale of operations, with total revenue reaching $96.22 billion, surpassing the consensus estimate of $92.27 billion and marking the 15th consecutive quarter of beating expectations. Data center revenue alone accounted for $89 billion, representing a 117% year-over-year increase, while edge computing chip sales contributed $7.2 billion, up 27%. Net profit stood at $59.69 billion, or $2.46 per share, compared to $26.42 billion, or $1.08 per share, in the prior year. Adjusted earnings per share were $2.22, exceeding the market consensus of $2.09, while operating expenses rose by 55% to $8.41 billion.

Jensen Huang framed these results within a broader strategic narrative, declaring that AI has reached an "inflection point" where "tokens are productive and profitable" and "hash rate is revenue." This statement underscores the company's shift from selling hardware to monetizing computational capacity, positioning NVIDIA not merely as a supplier but as a foundational utility for the emerging AI economy.

Market reaction was initially muted, with the stock price remaining flat for the first 40 minutes after the report's release, reflecting the extremely high expectations built into the valuation. This hesitation occurred against the backdrop of a three-year rally that saw the market capitalization surge from $400 billion to $5 trillion, leaving investors skeptical of incremental gains unless accompanied by transformative forward guidance.

The pivotal moment arrived during the conference call when Colette Kress provided future guidance, projecting next-quarter revenue at $108 billion with a 2% margin of error, significantly above the analyst range of $104.2 billion to $105.2 billion. This projection would mark NVIDIA's first quarterly revenue exceeding $100 billion, a milestone achieved by only nine companies in the S&P 500.

Furthermore, the company forecast 70% revenue growth for fiscal year 2028, surpassing FactSet's 45% and LSEG's 44.8% estimates by 25 percentage points, while noting that "supply constraints" prevented even higher figures.

Woofun AI data shows that strategic partnerships reinforced this optimistic outlook, particularly the expanded agreement with Amazon Web Services (AWS) to deploy 2 million NVIDIA GPUs across its global infrastructure in 2027 and 2028. Following the announcement, the stock price rose 4.2%, with trading volume exceeding 50 million shares. Seth Hickle, chief investment officer at Mindset Wealth Management, described the report as "stunning," highlighting the market's relief at the sustained demand trajectory.

However, a more critical variable is the controversy surrounding circular financing, which has drawn scrutiny from investors. Over the past month, NVIDIA partnered with six major Wall Street financial institutions to provide partial guarantees for up to $500 billion in financing for data center construction.

Additionally, the company agreed to back OpenAI's large-scale project in Ohio, potentially exposing itself to billions in losses if the leasing plan fails. Critics argue that lending money to customers to buy chips creates artificial demand, raising questions about the authenticity of the revenue growth.

Colette Kress addressed these concerns directly, rejecting the term "circular financing" and arguing that NVIDIA is supporting "cutting-edge labs" like OpenAI, which she believes will become the "biggest tech companies in history." She emphasized that these entities face a bottleneck in hash rate availability, necessitating NVIDIA's financial support to develop products and improve models. Kress further hinted at future support, announcing "selective credit enhancement" for nearly 2 gigawatts of hash rate for another unnamed AI lab, signaling a continued deepening of financial ties with key customers.

Jensen Huang countered the financing criticism by pointing to the expansion of demand sources, stating that while only one lab drove construction a year ago, the industry is now in a "golden age" of new AI labs and startups. This sentiment was echoed by Jay Hatfield, CEO of Infrastructure Capital Advisors, who joked that waiting for NVIDIA's earnings feels like waiting for the Federal Reserve, with some calling Huang the 'Fed chairman of AI.' This analogy highlights the company's perceived role in setting the pace and direction of the entire AI infrastructure market.

Despite the bullish narrative, margin pressure remains a significant risk. The second-quarter gross margin was 75%, but guidance for the third quarter is around 74%, with a 50 basis point margin of error, falling short of the analyst estimate of 74.8%. The company warned that margins could drop to 71% by early next year due to rising memory chip costs, as data center demand has depleted supply, affecting competitors like Apple. NVIDIA's purchasing commitments from suppliers jumped from $119 billion to $279 billion, an increase of $160 billion in one quarter, primarily for memory purchases. To offset these costs, prices for Vera Rubin and Grace Blackwell servers, launching in early 2027, have increased by over 15% for major customers.

Meanwhile, the competitive landscape is shifting, with tech companies investing over $730 billion in AI infrastructure this year, up from $400 billion last year, to reduce reliance on NVIDIA. Although NVIDIA's stock has risen 12.4% this year, AMD and Intel have also seen double-digit increases, and NVIDIA's stock has declined in the days following each of the past four earnings reports, suggesting that the market is increasingly cautious about sustainability.