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Token-Based LLM API Pricing Model Breakdown

This story is from 2026-09-16. It is preserved in the archive; the latest stories are on the live feed.

Most LLM API providers bill by the token. You pay for what you send and what you receive, measured in text chunks that average roughly three quarters of a word. This model appears fair for short queries, but its cost structure punishes long contexts, repeated system prompts, and agentic loops. If y…

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  1. 2026-09-16 23:35 · DEV Community — AI
    Token-Based LLM API Pricing Model Breakdown

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