      Tomasz Tunguz (Theory Ventures) · 2024-05-01
      · 764d
    

Cloud Provider CapEx Competition and AI Infrastructure Investment Trends

Major cloud providers (AWS, Azure, Google Cloud) are significantly increasing capital expenditures on data centers, power plants, and GPUs to support AI services, with AWS, Azure, and Google Cloud each investing $12-14 billion in Q1 2024. AWS margins increased 800 basis points sequentially, and the company now operates at a $100 billion annualized revenue run rate with 17% year-over-year growth. Cloud providers are developing custom silicon to compete with Nvidia and improve margins.

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Metrics in this report

AWS Annualized Revenue Run Rate

100$B

actual

Total AWS annual revenue equivalent

AWS CapEx Investment Q1 2024

14$B

actual

Cloud infrastructure and AI compute

AWS Previous Growth Rate

13%

historical

AWS annual growth rate before acceleration

AWS Revenue Growth YoY

17%

actual

AWS Cloud division year-over-year growth

AWS Sequential Margin Increase Q4-Q1

800basis points

actual

AWS operating margin expansion

Azure CapEx Investment Q1 2024

14$B

actual

Cloud infrastructure and AI compute

Google Cloud CapEx Investment Q1 2024

12$B

actual

Cloud infrastructure and AI compute