On raw compute, DePIN/market-style supply really can undercut hyperscalers: $1–$2.5 GPU-hr vs $6.9–$12.3 GPU-hr, which means we have 5-8x cost reduction. But there is a caveat: enterprises don’t buy “GPU-hours”, they buy outcomes and predictability. Once you include

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