Cloud hosts may earn higher margins selling open-source model tokens than GPU hours

zephyr_z9 · x · 2026-07-28

A reposted comment argues that cloud providers hosting open-source models and selling tokens can make materially higher gross margins than selling raw GPU hours.

The post says open-source model adoption is already putting pressure on pricing and margins for frontier model vendors, while upstream semiconductor demand is mostly not a substitute effect — except for DeepSeek, most open models still consume substantial inference compute. It also claims the growth in open-source model ARR has been strong since June, but overall adoption is currently constrained by compute supply.

The final analogy frames frontier closed models as “Apple A” and “Apple B,” while open-source models are likened to Android: the commenter expects Android-like models to take the majority of the market.

Related event: Open Source Models Reshape AI Compute Economics: Profits Flow Back to GPU Rents(7 posts)→

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