NVIDIA's inference stack: cost per token becomes the metric
As AI moves from pilot to production, the game changed from raw GPU specs to token cost: useful tokens delivered per dollar, per watt, and within latency constraints.
NVIDIA's inference software—codesigned with its GPUs, CPUs, networking, and systems—sits at the center of this economics shift, backed by a broad open source layer.