DeepSeek open-sources DeepInfer, claims ~80% serving margin at $38/card-hour

dotey · x · 2026-10-21

DeepSeek open-sourced DeepInfer, its in-house inference framework powering DeepSeek-V4.1-Flash at scale. Per its Zhihu writeup (flagged by swyx), a single cluster serves 155T tokens/day at $38 per card-hour revenue against an estimated $5-10/GPU-hour cost — implying an 80% serving margin. The stack targets multi-vendor chips, 8-card Prefill / 64-128-card Decode supernodes, and 72h+ KVCache retention to cut repeated prefill compute.

Related event: DeepSeek Open-Sources DeepInfer Inference Framework(40 posts)→

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