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PCIe vs SXM: The Mistake That Can Ruin An H100 Purchase
A focused buyer guide for form factor, server compatibility, and why an accelerator name alone is not enough.
Research hub
NVIDIA buyer intelligence, organized for action.
Articles, official resources, video notes, and market watch items for people trying to buy used NVIDIA hardware without getting lost in listing noise.
Current watch areas
Vendor systemsDell, HPE, Lenovo, Supermicro, and HGX listings where included GPUs need proof.
Jetson ThorKit, module, carrier-board, and accessory confusion in edge-AI listings.
DGX desktop systemsPreorder, speculative, and unclear-inventory listings around DGX Spark and DGX Station.
PN / MPN evidenceCopy-friendly part-number cue blocks backed by official docs and listing photos.
CUDA shiftsSoftware compatibility, alternative accelerator claims, and CUDA ecosystem changes.
Video intelligenceHigh-signal explainers worth turning into article seeds or buyer alerts.