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Estimates of K3's GPU demands and expense versus DeepSeek V4.1 Flash
One commenter estimates K3 would need 21,600 GB200 GPUs versus 2,400 for DeepSeek to serve equal traffic.
TLDR
One commenter argues that at EP64 and a 77,000-token average context length reported by DeepInfer, both K3 and DeepSeek V4.1 Flash can reach compute-bound batch sizes, despite K3's claimed 16-fold larger KV cache. They estimate K3 would need 21,600 GB200 GPUs to serve the same traffic as 2,400 for DeepSeek, citing sixfold greater activations and no CED/YOCO. Another commenter estimates K3 is 25 times as expensive as V4.1F and highlights GPU availability.
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