A worsening shortage of Nvidia GPUs is forcing cloud providers to ration capacity and pushing startups to chase chips wherever they can find them, with even fast-growing specialist providers like Nebius selling out across every chip type despite raising prices. The dynamic underscores how demand for AI compute continues to outrun supply well into 2026, leaving smaller companies squeezed out as the largest buyers lock up capacity.
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