Token costs threaten AI budgets

Agentic AI systems are burning through tokens at alarming rates. A moderately complex agent request consumes 20,000 to 60,000 tokens across its reasoning chain. A nontrivial engineering task can burn 150,000 to 200,000 tokens per problem. Selecting the right model alone will not control rising costs.