Why API Price Wars Have Not Reduced Developers’ Bills

Lower token prices do not automatically lower the total cost of an AI product. Context growth, retries, tool calls, latency, observability, and engineering time can dominate the invoice.nnMeasure cost per completed task, not only cost per million tokens, and route work to the least expensive model that meets the acceptance test.

Sources

See the primary sources linked in the Chinese edition.