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Token-Based LLM API with Request-Based Pricing

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

Developers choosing an LLM API today face a hidden cost curve. Token-based billing, the default across most inference providers, charges for every input and output token. For long-context retrieval, agentic loops, or large codebases, this means costs scale linearly with prompt length. Request-based…

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  1. 2026-09-09 05:32 · DEV Community — AI
    Token-Based LLM API with Request-Based Pricing

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