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Whether to self-host an open-weight model or pay per token for an API depends on GPU cost, throughput, utilisation and the team needed to run it, as well as quality, residency and control. This guide gives the cost model, shows how utilisation swings the answer, computes a break-even with an operating team, and lists the non-cost factors.
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