Token pricing and inference economics

Z.ai's cost-parity claim on Chinese accelerators rests on model design as much as silicon

A week-long GLM-5.3-Flash preview ran on tens of thousands of domestic chips at per-token cost Z.ai says matches mainstream Nvidia parts, but with no vendor named and no power or throughput figures, the result speaks to inference sourcing and not to training.