Z.ai says its week-long anonymous GLM-5.3-Flash preview ran entirely on domestic Chinese accelerators, at per-token cost it calls comparable to Nvidia GPUs. It named no chip vendor and released no throughput or power figures. Serving is also the easier half of the problem.