Agent runs report tokens but not real dollar cost
Agent SDKs expose raw token usage but leave every team to maintain its own pricing tables and to ignore non-LLM tool, database and retrieval calls — so the true cost of an agent run is reconstructed by hand, differently, in every project.
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