Back Rohan Paul

Rohan Paul· @rohanpaul_ai · X· 2026-10-25 17:46 · Original publication time AI score33

Ramp: Top 1% of AI Spenders Put Over a Third of AI Budgets Toward GPU ComputeMachine translation

Automatically verified and published · Generated and evidence-checked automatically; not reviewed by a human.

AI introduction

Ramp says its top 1% of AI spenders allocate more than a third of their AI budgets to raw GPU compute. It counts LLM and coding agent subscriptions and API tokens as LLM spending, while GPU compute means paying for hardware capacity to train, tune or host their own models.

Original post · AI translation

Rohan Paul@rohanpaul_ai

Translation · refer to the original

Ramp 的 AI 支出最高的 1% 用户将其 AI 预算的三分之一以上用于原始 GPU 算力。

Ramp 将大语言模型订阅、编程代理订阅和 API 令牌计为大语言模型支出 r

而 GPU 算力支出指的是为硬件算力本身付费（即重度用户租用 GPU 来训练、微调或托管自己的模型，而不只是调用 API。）

QuoteAra Kharazian@arakharazian

Translation

你可以自行解读，但支出最高的 1% 企业的 AI 支出中，已有三分之一以上流向算力 https://t.co/BBi7MoMX0w

Original

Interpret this how you will, but more than a third of AI spend by the top 1% of firms is already going to compute https://t.co/BBi7MoMX0w

View this post on X ↗

17:46 · 2026-10-25 · UTC+8

Found an error? Send a correction