Token Ratio Estimator

Rules of thumb for estimating LLM token usage from standard text.

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Estimated Tokens (Llama 3 Tokenizer)

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How this is calculated

Our tools use deterministic formulas based on hardware architecture and public cloud pricing. We do not factor in network latency for API calls, which can add 50-200ms depending on region.

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