SemiAnalysis reports a 100x improvement in DeepSeekV4 1.6T inference efficiency over a 26-day window
NVIDIA B200 throughput reached nearly 500,000 tokens per megawatt.
Positive users praise the rare public long-term performance data and vendor comparisons on DeepSeekV4's 100x inference gains, while negative users claim Nvidia has lost the inference game.
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DeepSeek Inference Analysis Day 0 GB200 NVL72, Blackwell, AMD MI355X Huawei performance analysis Performance every day over time for the past 44 days
«tokens per second per megawatt at fixed interactivity and hardware» is probably the most honest metric we can have. It's much harder to juice up.
impressive bait
«tokens per second per megawatt at fixed interactivity and hardware» is probably the most honest metric we can have. It's much harder to juice up.
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@zephyr_z9 Huawei shipped. Nvidia's waiting. 100x faster in 26 days. Nvidia lost the inference game.
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@dylan522p Long running performance data like this is rare to see publicly
the vendor comparison angle is what makes this most useful
@dylan522p Performance over time is the only useful metric here
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@dylan522p day 0 to day 44 and the gap is still shifting that fast is wild
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