"While a model pauses to think, it generates hidden reasoning tokens. These tokens never appear in the final chat bubble, but they represent a massive surge in billable compute on your monthly invoice." Mostafa Ibrahim explains why teams should be mindful when scaling the use of reasoning models. https://towardsdatascience.com/inference-scaling-test-time-compute-why-reasoning-models-raise-your-compute-bill/