The Hidden Cost of Reasoning Tokens

By C.W. Jameson · Published 15 February 2026 · Last reviewed 15 February 2026

You asked for ten lines of code. The model thought for four thousand tokens before writing them. You paid for both.

How extended thinking and o-series reasoning effort inflate invoices in ways that catch operators off guard.