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Dec. 22, 2025, 9:22 a.m.
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OpenAI Boosts Compute Margins to 70% Amid Rising AI Competition and Spending Concerns

Brief news summary

OpenAI has notably increased its compute margin—the revenue remaining after covering AI model operation costs for paying users—to 70% by October 2024, up from 52% earlier in the year and double that in January. While not officially confirmed, this boost suggests improved efficiency. Despite leading the AI surge with ChatGPT, OpenAI remains unprofitable, raising investor concerns about a potential industry bubble. Valued at $500 billion as of October, the company confronts high computing expenses and ambitious infrastructure targets, competing against rivals like Google’s Gemini and Anthropic. After Gemini's strong debut, CEO Sam Altman declared a “code red,” prioritizing enhancements to ChatGPT and postponing advertising plans. Although many use ChatGPT’s free version, OpenAI is promoting paid services aimed at finance, education, and other sectors. Reports indicate OpenAI’s compute margins for paid users surpass Anthropic’s, even though the latter is more efficient in overall server costs.

The publication stated that the company enhanced its “compute margin, ” an internal metric representing the portion of revenue remaining after covering the costs of operating models for paying users of its corporate and consumer products. By October, OpenAI’s compute margins had risen to 70%, up from 52% at the end of 2024 and double the level seen in January 2024, according to a source familiar with the data cited by the publication. An OpenAI spokesperson confirmed that the company has not released these figures and declined to provide further comment. Read More: OpenAI Executives Grapple with AI Spending Concerns The creator of ChatGPT ignited the modern AI boom but has yet to turn a profit, a key concern for investors wary of a potential bubble in the industry.

Last valued at $500 billion in October, OpenAI has been exploring ways to generate revenue to offset its substantial computing expenses and ambitious infrastructure initiatives. Simultaneously, the company is under intense pressure due to its spending and growing competition. Following the strong benchmark performance of Alphabet Inc. ’s Google Gemini model, OpenAI CEO Sam Altman declared a “code red” to reallocate internal resources toward enhancing ChatGPT, postponing plans to launch an advertising service. While most users rely on ChatGPT’s free version, OpenAI is actively promoting its business edition and paid software features targeting sectors like financial services and education, where it faces competition from both Google and rival Anthropic. The Information reported that OpenAI’s compute margins outperform Anthropic’s for paid accounts, although Anthropic demonstrates greater overall server spending efficiency.


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OpenAI Boosts Compute Margins to 70% Amid Rising AI Competition and Spending Concerns

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