Calculate Before You Ship: The AI API Cost Guide

Most developers discover API costs through unexpected invoices, but a few minutes of token math upfront prevents this. By understanding token-based pricing, the input/output cost gap, and system prompt overhead, teams can optimize feature designs before deployment, transforming cost from a surprise into a predictable design constraint.