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OpenAI's Revenue Scare Could Be a Big Opportunity for Investors

Authored by Thomas Hughes. Posted: 10/12/2026.

The October report that OpenAI's annualized revenue run rate was approaching $50 billion—roughly $20 billion below earlier reports—highlights a persistent disconnect between investor perceptions and the reality of AI growth, as well as a potential opportunity for investors.

The broader market, driven by headlines and hearsay, still doesn’t comprehend the scope, scale, and reality of AI. It reflects a deep, persistent anxiety that AI isn’t happening, even though all the data suggests otherwise—including OpenAI’s supposedly “weak” revenue run rate.

What the market got wrong was easy to avoid: It compared apples to oranges. While OpenAI’s run rate was far below expectations, it didn’t include revenue from systems partners, while the earlier forecast did, making comparisons with the prior figure worthless. The reality is that demand for compute continues to outstrip supply, and bottlenecks threaten to curtail capacity ramps over the coming years.

OpenAI's annualized revenue run rate grew 77% during the third quarter, with continued growth expected. Forecasts put its run rate at $70 billion or higher by year-end and expect it to continue growing over the following year.

For the rest of the AI industry, this means current trends are likely to continue strongly, potentially accelerating by year-end or early 2027. Factors such as Advanced Micro Devices' (NASDAQ: AMD) Helios launch and NVIDIA’s (NASDAQ: NVDA) upcoming Vera Rubin release are two reasons why.

OpenAI’s IPO Just Got More Complicated

The biggest impact of OpenAI's revenue surprise may be on its IPO ambitions. The news doesn't fundamentally change the outlook for the AI trade, but it could affect OpenAI's potential valuation. The $50 billion figure is about 28.5% lower than previously reported figures and implies a revenue multiple of 28x at a $1.4 trillion valuation. Private markets value tech stocks based on run rates, while public markets focus on revenue, making it more important than ever for the company to achieve its target range of $280 billion to $350 billion in revenue by 2030. For now, the push for AI safety has pushed the IPO timeline to 2027, with some analysts forecasting a midyear IPO at the earliest.

One risk for OpenAI is that Anthropic goes public first. In that scenario, Anthropic would set the benchmark for reporting and growth, leaving OpenAI to reformulate its reporting and filing metrics to match. Word on the street is that OpenAI could IPO before Thanksgiving, beating the industry leader by half a year or more. Anthropic is targeting a valuation above $2 trillion, more than OpenAI CEO Sam Altman’s expressed baseline.

Is Oracle’s Outlook Undercut by OpenAI’s Miss?

Oracle (NYSE: ORCL) is among the companies most directly impacted by OpenAI’s business. Its contract with OpenAI is worth $300 billion over five years and accounts for about 45% of its backlog.

The revenue miss raises questions about whether OpenAI can live up to its commitment, but there are still signs that it can. The accelerating run rate reveals the strength of OpenAI’s offerings, with internal figures showing a 107% increase in Enterprise revenue run rate—3,000 basis points better than the headline figure. Enterprise demand is likely to continue growing robustly, driven by a virtuous cycle in which AI results generate additional AI demand.

Meanwhile, Oracle’s most recent results reflect the monetization of previous investments. Revenue growth accelerated to 30% as new capacity was added, driving a record quarter. Total cloud revenue increased 62%, while cloud infrastructure revenue rose 121%. More importantly, cash flow improved by 184% and would have been a stock-price catalyst if not for negative free cash flow. Backlog metrics were also robust, with the $664 billion in second-quarter remaining performance obligations up 46% year over year, along with $30 billion in new contracts.

Negative free cash flow is a real risk and a concern for investors. AI requires a massive initial capital outlay, and it takes time to monetize. What the market gets wrong is that the buildout is in transition. Initial builds are coming online, companies like Oracle are monetizing their investments, and the trend will gain momentum in 2027. Next year's narrative will be less spending, more monetization, and a trajectory for both metrics to continue improving in 2028.

SaaSpocalypse Is a Tailwind for Business

SaaSpocalypse fears drove Oracle’s stock price decline, as well as the declines of many other companies, but AI didn’t disrupt software providers' businesses; rather, it accelerated them.

Enterprises want insights and automation, and both are driving the need for security. That means securing not just frontier AI models but the entire tech ecosystem, which is unprepared for the volume, speed, and tenacity of AI-driven cyber threats. Companies like Snowflake (NYSE: SNOW), MongoDB (NASDAQ: MDB), and Datadog (NASDAQ: DDOG) are just three examples of companies leveraging AI to their advantage and that of their clients.