NVIDIA's $12.9B Buy at 86x Revenue: It Bought the Model Discovery Default

sanjaykalra · x · 2026-09-03

NVIDIA paid $12.9B for a company with roughly $150M in revenue (86x). The author argues it bought the default first stop for model selection: Hugging Face declined a $500M NVIDIA investment nine months ago over neutrality concerns, and the price of neutrality rose 26x. Defaults work where mandates can't — with model cards and the deploy button under one accelerator vendor, the path of least resistance acquires an opinion. His advice to enterprises: keep routing decisions portable, and audit whether your model registry and eval harness are genuinely independent or a thin skin on someone else's hub.

Related event: Nvidia Officially Acquires Hugging Face for $12.93 Billion(58 posts)→

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