Self-hosting full GLM 5.3 takes an 8-GPU rig, roughly $136k at today's prices

TheZachMueller · x · 2026-09-30

HackingDave notes that running full GLM 5.3 requires at least 8x H100s and ideally 8x B300s ($400k in hardware), calling it "absolutely incredible" for offensive testing alongside DeepSeek v4.1. TheZachMueller counters that 8x 6000 Pros suffice — roughly $136k at today's pricing — pricey for individuals but feasible for companies that prioritize it. Smaller GLM variants still perform well on cheaper hardware.

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