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Practical Ways to Cut Costs on LLM API Calls

Understanding Where Your Costs Come From When you build applications around large language models, the cost of API calls can climb quickly. Most developers start with a simple mental model: one call costs a certain amount, and scaling up multiplies that. But the real picture is more detailed. The price you pay depends on the number of input tokens you send to the model, the number of output tokens it returns, and the specific model you choose. Each provider sets its own rat

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