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GPU-dense cloud infrastructure runs on one economic lever: utilization.
When hyperscalers rent capacity rather than build it, the provider's revenue tracks directly to how many accelerators are under contract and running.
CoreWeave posted second-quarter results showing revenue that doubled, driven by surging AI demand from hyperscalers, and the stock jumped 19% in premarket trading on a result described as a "cleaner quarter." What "cleaner quarter" actually means The phrase is a signal.
Early quarters at capital-intensive providers carry elevated depreciation and underutilization charges as capacity ramps.
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