You Type “Hello” to ChatGPT. Here’s What Actually Happens in 0.8 Seconds.
Last Updated on October 15, 2025 by Editorial Team
Author(s): Rohan Mistry
Originally published on Towards AI.
The 47-Step Journey Your Message Takes From Your Keyboard to AI Response (And Why It Costs $0.03
You open ChatGPT. You type: “Explain quantum computing.”

The article outlines the complex journey a query takes from when a user types it into ChatGPT until the AI generates a response, highlighting the numerous computational and infrastructural steps involved, which include processing by neural networks, content filtering, and safety checks. The author explains how many GPUs are engaged, how long it takes, and the energy costs involved in this rapid processing, ultimately revealing that the prompt incurs a computational fee of approximately $0.03 per request.
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