Cost cannot go up, only down with time (with occasional short term fluctuations). Competition, including open weight models and consumer hardware (ie upcoming M5 Ultra) keeps moving ceiling of what you can charge down.

If the cost is subsidized by another cash source (e.g. VC money) when the source stops prices can definitely go up.

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