MFU as an AI Compute Metric Was Partly Marketing, HFU Faded Due to Awkward Acronym

cHHillee · x · 2026-08-09

The widely used compute efficiency metric MFU (Model FLOPS Utilization) was originally introduced partly as a marketing metric to highlight the benefits of avoiding AC.

However, you rarely hear its counterpart HFU (Hardware FLOPS Utilization) these days, perhaps because dropping the M leaves a somewhat unfortunate acronym.

Related event: AI Metric MFU Revealed as Marketing Concept with Disputed Calculations(2 posts)→

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