Qualcomm CEO Cristiano Amon: AI will drive token demand to 1.27 trillion every 10 seconds by 2030

Qualcomm CEO Cristiano Amon just put a number on how fast the AI engine is accelerating. During his COMPUTEX 2026 keynote in Taipei, Amon projected that AI token generation will hit 1.27 trillion tokens every 10 seconds by 2030, a roughly 40-fold increase from today’s pace of approximately 31.7 billion tokens every 10 seconds.

To be clear: these are not crypto tokens. These are AI inference tokens, the basic units of text, code, and reasoning that large language models produce every time they respond to a query. The distinction matters, because the infrastructure required to process that kind of volume has enormous implications for chipmakers, cloud providers, and anyone building products that depend on AI.

From answers to autonomy

Today’s AI models mostly generate answers. You ask a question, you get a response, maybe a few hundred tokens long. What’s coming is different. Agentic AI, systems that don’t just answer but actually make decisions and take actions autonomously, will demand dramatically more token throughput.

Amon framed this not as a distant possibility but as an infrastructure challenge that the semiconductor industry needs to solve now.

Qualcomm’s bet on edge computing

If 1.27 trillion tokens are being generated every 10 seconds, pushing all of that through centralized cloud data centers would be ruinously expensive and painfully slow. Amon’s solution: move as much AI processing as possible onto the device itself. Qualcomm’s Snapdragon platforms are designed to handle inference workloads locally, on phones, PCs, wearables, and vehicles, rather than shipping every request to a server farm.

In demonstrations, Qualcomm showed that hybrid edge-cloud strategies can cut token usage by up to 60% and reduce costs by 4x. If most of the AI reasoning happens on your phone or laptop, the system only needs to call the cloud for the genuinely hard stuff.

What this means for investors

Edge AI processing is a different market with different winners. Qualcomm dominates mobile system-on-chip design. If the future requires AI inference on every phone, every PC, every car, and every wearable, that’s a secular tailwind for the company’s core business across multiple product lines.

Investors should also note what Amon did not discuss. His keynote made no mention of blockchain technology or cryptocurrency, despite the “token” terminology that inevitably generates confusion. The 1.27 trillion figure refers entirely to AI computational tokens, not digital assets.

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