
How AI infrastructure costs are rising despite cheaper tokens
Falling AI token prices mask hidden costs as enterprises scale agent-driven workloads. Explore why GPU utilization and total cost of ownership now matter more than ever.

Falling AI token prices mask hidden costs as enterprises scale agent-driven workloads. Explore why GPU utilization and total cost of ownership now matter more than ever.

With AI infrastructure spending projected to hit $401 billion this year, enterprises face a harsh reality: most GPUs sit idle 95% of the time. The era of strategic over-provisioning has ended, leaving CFOs to demand real returns from AI investments.