AI inference is getting cheaper, but your agents are getting more expensive

The good news is that large language model (LLM) token costs are coming down. The conundrum: The overall cost of AI workloads is going up. Gartner research predicts that , while token costs will fall by 95% by 2030, inference costs for agentic workflows will increase more than fivefold over the next