The Hidden Cost of AI Agents in 2026

Despite per-token costs decreasing, the overall expenditure on AI agents is increasing due to higher usage and inefficient practices. Key cost drivers include over-routing, context bloat, redundant iterations, and mixed tasks, which can be mitigated through intelligent model selection, context hygiene, caching, and task decomposition.