TL;DR A single Claude API call is predictable. An agent with tool access is not.


A single Claude API call is predictable. An agent with tool access is not.

Spec-sheets price agents the way they price single calls. Architects look at Claude Sonnet 4.5 at $3 per million input tokens, multiply by an expected 8,000 tokens per task, and tell finance...