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A vCPU Is a Rented Hardware Thread, Not a Dedicated Core

Every cost estimate, every scaling decision and every thread-count setting downstream in this curation is denominated in vCPUs. If the learner believes a 16-vCPU machine gives 16 cores of throughput, their predicted cost and predicted runtime are both wrong before any other reasoning starts, which directly breaks the outcome's 'costs roughly what they predicted'.