All research
Company deep diveMontaka Standout

AWS Revenue Upside: Three Drivers Consensus May Be Missing

United StatesArtificial intelligenceAI infrastructure

Our summary

AWS revenue and earnings power are likely to exceed consensus materially because compute scarcity is driving simultaneous capacity, pricing and mix upside.

  • AI demand already exceeds available compute supply, and agentic AI use cases typically require hundreds of times more compute than standard chatbot applications; physical and political constraints should keep the shortage in place for several years.
  • Amazon expects AWS power capacity to double from 2025 levels by the end of 2027, while Amazon is expected to invest US$220 billion in 2026, implying roughly a doubling of AWS revenue all else equal.
  • Cloud capacity contracted in 2022 is being renewed at higher prices: new capacity costs at least twice as much per GW to build on Montaka’s analysis, while Andy Jassy expects demand to exceed feasible supply well into 2027.
  • IREN data showed three-year compute contract prices up approximately 125% since November 2025 and five-year prices up approximately 70% by August 2026.
  • AWS can capture higher-margin distribution fees through Amazon Bedrock: Anthropic routed 47% of sales through Amazon and Google, with cloud partners receiving fees equal to 16% of sales, in addition to compute revenue.

Takeaway: Montaka sees a high probability that consensus AWS revenue growth forecasts of 34% for 2027 and 29% for 2028 are too conservative, potentially by a considerable margin, although the conclusion depends on sustained AI demand, constrained capacity and the expansion of AWS’s higher-value service mix.

Published by Montaka. Summary by HF Best Ideas.

More from Montaka

Latest research

Share this summary