aiqbench analysis

Gartner projects that the total cost of running AI agents will rise roughly fivefold by 2028, even as the price per token falls. The gap comes from agents making many more model calls per task, so cheaper tokens don't guarantee cheaper workflows. For teams deploying agents, the practical question is how many calls each task requires, not just what each one costs.