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Linus Tech Tips (LTT): Nvidia Wouldn't Send Me This $30,000 GPU - H200 Holy $H!T

Nvidia H200 Holy $H!T TL;DR

Linus managed to get his hands on Nvidia’s H200—a jaw-dropping, $30K generative AI and HPC card—and immediately tore it apart “for science.” Inside you’ll find blistering compute pipelines, massive HBM memory stacks, and a power delivery system built like a tank, all housed in a GPU-sized brick.

After the teardown, he pits the H200 against a dual-EPYC 9965 server and the top-of-the-line RTX 5090, running a laundry list of AI, compute, and graphics benchmarks. Spoiler: the H200 crushes most workloads but also demands hefty power, cooling, and a bank-account in the six-figure range to make it worth your while.

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