These utilities provide visibility into token consumption and billing patterns across your projects. They enable you to monitor spending trends, set automated alerts for budget thresholds, and compare the unit price of different architectures. When selecting a utility, prioritize platforms that integrate directly with your provider logs and offer granular filtering by individual requests or specific user accounts.

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Estimate prompt cost before you call the LLM API