The data suggests a potential slowdown in AI adoption, which Ramp economist Ara Kharazian attributes partly to falling token costs—average token costs declined to $0.68 per million tokens from a March peak of $1.15—and customers opting for older, cheaper models. While the August slowdown could be due to summer vacations, it raises questions for hyperscalers and model-builders relying on growing token spend.