Your LLM cost estimate is fine. Your rate-limit math is what pages you at 2am.

This article argues that while LLM cost estimates are a minor concern, rate-limits are the dominant failure mode for LLM applications in production. Rate-limit saturation leads to cascading failures, unlike minor cost discrepancies, and is often overlooked in planning tools.