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Why AI agents need two pricing layers

calendar_today May 13, 2026 person Theo Vasilis domain apify

Agent infrastructure needs pricing that reflects what agents actually do, and that’s nothing like a fixed monthly commitment. The industry is converging on a two-layer model (subscription plus consumption), and the question now is which costs go on which layer.

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