As companies use AI more, their costs are surging beyond initial estimates as tasks now involve more steps, more data and longer inputs.

Top executives such as Microsoft's Satya Nadella, Palo Alto Networks' Nikesh Arora and Coinbase Global's Brian Armstrong have said smaller, cheaper models can handle a big share…

Surging usage costs push companies to balance AI performance with affordability