---
title: AI token demand could reach 4,000 quadrillion tokens annually by 2030.
description: "That is Evercore’s base case—more than 20× today’s consumption. Goldman Sachs projects a similar 24× increase.\n\nThe biggest driver? Agentic AI.\n\nAI agents could become the largest source of token demand by 2030. They operate continuously—and a single agentic task can consume 10–100× more tokens than a chatbot response.\n\nBut the forecast excludes one potentially enormous category: physical AI—robots, autonomous machines and intelligent industrial systems.\n\nEvery token ultimately requires physical infrastructure:\n\n🔹 GPUs\n🔹 Memory\n🔹 Networking\n🔹 Electricity\n🔹 Data centres\n\nThat infrastructure largely does not exist yet.\n\nAI-related stocks will experience corrections. But forecasts for underlying demand continue to be revised higher—not lower.\n\nThe AI infrastructure cycle may have much further to run than markets currently assume.\n\nSource: \nKyle Reidhead | Milk Road"
---

[Syz The Moment](https://blog.syzgroup.com/syz-the-moment)

# [AI token demand could reach 4,000 quadrillion tokens annually by 2030.](https://blog.syzgroup.com/syz-the-moment/ai-token-demand-could-reach-4000-quadrillion-tokens-annually-by-2030)

 Written by [Charles-Henry Monchau, CFA, CMT, CAIA](https://blog.syzgroup.com/syz-the-moment/author/charles-henry-monchau) | Sep 8, 2026, 3:27:57 PM

[View full post](https://blog.syzgroup.com/syz-the-moment/ai-token-demand-could-reach-4000-quadrillion-tokens-annually-by-2030)

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