H3C focuses on token efficiency rather than GPU count in AI infrastructure

H3C emphasized that, with the proliferation of AI agents at the 2026 Apsara Conference, the infrastructure race has shifted from the hardware stack to systemic optimization. The company argues that it is critical to reduce the cost per token through network, storage, and software integration, rather than simply increasing the number of GPUs.