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I Tested 19 LLM API Workloads on Real Calls and Cut Costs 79% — Here's the Data

518 real API calls. $33.99 → $7.06 in a single run. The same parameter change projects $15,667/year saved on a healthcare workload — here's the exact code, the math, and every scenario I measured.