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Dev Tools · 2h ago

How LLM Tokens Work and Why They Drive Your AI Bill

By Meridian48 News Desk · Summarised from DEV Community ·

LLMs don't read words; they read tokens—chunks of text mapped to integers. Tokenization explains why costs surprise users: long prompts, conversation history, and verbose outputs all increase token count. Understanding tokens is key to managing AI API expenses.

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A clear, practical explainer that demystifies token-based pricing—essential reading for developers and businesses using LLM APIs.
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How LLM Tokens Work (And Why They Explain Your AI Bill) →
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