Gartner projects AI inference costs may increase over fivefold by 2028 due to escalating hardware and energy demands.

Gartner projects AI inference costs may increase over fivefold by 2028 due to escalating hardware and energy demands.

This forecast signals severe margin pressure for model providers and accelerates the industry shift toward specialized inference accelerators and optimized routing.