DeepSeek brings peak-and-off-peak pricing to model APIs. The core facts are straightforward: DeepSeek’s V4 API pricing is framed like electricity: higher during busy windows, cheaper when demand is lower.
The second layer is where the story becomes more important: The mechanism pushes developers to schedule batch and non-urgent inference when capacity is cheaper.
What matters next is execution. It also makes visible a cost truth most model vendors hide: inference capacity is a perishable resource.
Sources: CocoLoop and public reports cited in the original article