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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

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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.

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Rohan Paul@rohanpaul_ai

Ramp’s top 1% of AI spenders send more than a third of their AI budgets to raw GPU compute.

Ramp counts LLM subscriptions, coding agent subscriptions, API tokens as LLM spend r

while GPU compute covers paying for the hardware capacity itself (i.e. heavy users rent GPUs to train, tune or host their own models, not just call APIs.)

QuoteAra Kharazian@arakharazian

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

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17:46 · 2026-10-25 · UTC+8

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