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Buying & the channel
How industrial and data-center hardware is actually bought — the condition vocabulary, the sales channel, and what a listing does and does not tell you.
How data-center GPUs are sold
Data-center GPUs reach buyers through four routes: OEM direct, two-tier distribution (a broadline distributor selling to a reseller who sells to you), a solution provider or systems integrator, and the secondary market. The structural point most buying guides miss is that the channel is organized by function, not by brand — a single broadline distributor carries NVIDIA alongside the major server OEMs rather than being tied to one brand, and the OEM partner programs layered on top govern margin, deal registration and allocation rather than acting as separate places to buy.
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New surplus vs refurbished vs used
New surplus describes equipment that has not served the project for which it was built but is now being offered outside that order; factory tests and storage still matter. Used equipment has operated, while refurbished equipment has had work performed after use. Compare serial-specific records, tests and written warranty terms before treating any label as an installation promise.
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What is GPU allocation?
GPU allocation is the practice of distributing scarce accelerators against committed forward supply instead of selling them on demand. When a generation is spoken for before it is built, the buying question stops being "what does it cost" and becomes "who gets a slot". Priority follows volume history, partner tier, forecast commitments, and strategic importance — which is why a quoted lead time is mostly a position in a queue rather than a manufacturing time.
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How gas turbines and gensets are sold
Gas turbines are usually quoted as engineered equipment or generating packages through an OEM or project supplier, while reciprocating gensets commonly have dealer and distributor routes. Compare the included systems, site interfaces, tests, delivery dependencies and service party before treating two offers as equivalent. An existing unit requires a serial-specific condition and removal review.
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