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AI Capital Expenditure

Economics Of AI

AI Capital Expenditure

Infrastructure
7 Charts
22 May, 2026

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AI Capital Expenditure

Hyperscalers RPE Ranked

Based on the last-twelve-months revenue, the five hyperscalers generated $787,000 per employee on average. Meta led at $2.76M per employee.

22 May, 2026

Ravinder Deol

AI Capital Expenditure

Hyperscalers Profit Per Minute

Based on last-twelve-months net profit, the five hyperscalers generated a combined $881,000 per minute. Alphabet led at $305,000 per minute.

21 May, 2026

Ravinder Deol

AI Capital Expenditure

Hyperscalers CapEx To Cash Flow

Combined, hyperscalers spent 98.88% of operating cash flow on capital expenditure in Q1 2026. It is up 46 percentage points since GPT-4 launched.

20 May, 2026

Ravinder Deol

AI Capital Expenditure

Hyperscalers CapEx To Revenue

On average, hyperscalers spent 50% of their revenue on capital expenditure in Q1 2026. That is up 36 percentage points from 15% in Q1 2018.

19 May, 2026

Ravinder Deol

AI Capital Expenditure

Hyperscalers CapEx In The AI Era

Hyperscalers spent $156B on capital expenditure in Q1 2026. Between GPT-4 and GPT-5, expenditure more than tripled from $38B to $118B per quarter.

18 May, 2026

Ravinder Deol

AI Capital Expenditure

Hyperscalers Outspend Apollo

Since ChatGPT launched in 2022, hyperscaler capital expenditure as a share of US GDP has more than doubled. At 1.46%, it eclipses the Apollo Program.

3 Apr, 2026

Ravinder Deol

AI Capital Expenditure

Hyperscalers Vs US Defense

Capital expenditure by Alphabet, Amazon, Meta, Microsoft, and Oracle (hyperscalers) as a share of US defense spending has risen from 13% to 30%.

2 Apr, 2026

Ravinder Deol