AI Agent Pricing Models Under Pressure

Token-based costs, open-weight vs proprietary trade-offs, and hidden inefficiencies are driving new pricing strategies: sovereignty push, aggressive bundling, accuracy premiums, and platform stickiness. Articles highlight the need for cost control and transparent pricing as enterprises scale agent fleets.