OpenAI Missed Its Own Targets, but the AI Infrastructure Boom Is Accelerating

    OpenAI missed its internal goals for both revenue and weekly users, and the ripple effects hit AI stocks across the board. But underneath the headline selloff, the companies building AI infrastructure are posting some of the strongest growth numbers in the market. The disconnect between the AI application layer and the AI infrastructure layer is becoming one of the most important themes for investors in 2026.

    May 7, 2026

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    What OpenAI Missed and Why It Matters

    The Wall Street Journal reported that OpenAI fell short of its goal of one billion weekly active users for ChatGPT by the end of 2025. The company reached 900 million by February 2026. That is still 125% year-over-year growth, but it was below the target.

    More concerning: OpenAI also missed multiple monthly revenue targets in early 2026. CFO Sarah Friar reportedly warned colleagues that if revenue growth does not pick up, the company could struggle to fund its compute agreements.

    The market reaction was swift. Oracle, which has a $300 billion partnership with OpenAI, dropped 4%. Chipmakers Broadcom and AMD fell 4% and 3%. SoftBank sank about 10% in Asia. CoreWeave dropped more than 5%.

    The Infrastructure Players Tell a Different Story

    While OpenAI's stumble spooked the market, the companies supplying picks and shovels to the AI boom are growing faster than ever.

    Credo Technology  reported Q3 fiscal 2026 revenue of $407 million. That is a 202% increase from a year ago and 52% growth from the prior quarter. The company makes high-speed cables that connect servers in AI data centers. Amazon and Microsoft are major customers. Credo guided Q4 revenue to $425 to $435 million, which would push its full-year total near $1.5 billion, roughly triple the prior year.

    Seagate Technology  has surged 164% in 2026. Revenue jumped 44% year over year to $3.11 billion. Earnings rose 116%, driven by growing demand for data storage in AI workloads.

    Micron Technology  is another standout. DRAM prices, the memory chips that power AI servers, are on track to jump 125% in 2026. Analysts do not expect meaningful price relief until late 2027. That gives Micron a long runway of strong earnings growth.

    The Takeaway for AI Investors

    OpenAI's miss raises a fair question: are we overestimating how fast AI applications will generate revenue? The answer matters, because it affects how much companies will spend on AI infrastructure.

    But so far, the spending has not slowed. Amazon, Microsoft, and Meta have all increased their AI capital expenditure plans for 2026. Hyperscaler spending is the engine that drives revenue for chip companies, cable makers, storage firms, and data center operators.

    The risk is that application-layer disappointments eventually cause a pullback in infrastructure spending. That has not happened yet. For now, the infrastructure trade remains the strongest play in AI. Companies like Nvidia, Credo, Seagate, and Micron are riding a wave of spending that shows no sign of cresting.