Send one complex query to OpenAI o3 and it can burn 10,000 to 50,000 reasoning tokens before emitting a single visible word — all billed at the $60-per-million output rate, all hidden in a thinking block that never appears in the response (source). Reasoning models are the single biggest line-item …