Google TPU Offers 6x Performance Per Dollar of H100, Driving Custom Chip Trend
scaling01 · x · 2026-08-14
Given Nvidia's high margins, tech giants are increasingly building their own chips. Epoch AI notes a massive spread in performance per dollar across hardware.
For instance, Google's TPU v6e delivers six times the performance per dollar compared to an H100. This advantage stems from Google paying lower supplier margins directly, avoiding the steep premium Nvidia charges for its GPUs.
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