OpenAI and xAI: When Megawatts Become the New ARPU
OpenAI’s CFO handed the AI industry its first industrial metric in advance of an anticipated IPO. Ironically, if it holds, the equation favors xAI and Elon Musk. But likely, it will fall apart.
OpenAI’s “Megawatt-to-Revenue” metric (MRE) claims $1GW of compute linearly generates $10M in revenue, framing AI as an industrial commodity. If this holds, xAI’s grid-independent $1GW+$ clusters position Elon Musk to capture the value OpenAI’s own equation implies. However, “Compute Payback” is the truer lens, measuring how fast gross profits recoup training costs.
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