According to CoinMeta, the cache hit rate of Zhipu’s ZCode is as high as 98.60%, while that of its own OpenCode is 97.86%. Co-founder Dax Raad stated that the cost of a cache miss in DeepSeek is about 50 times higher than that of a hit. Zhipu’s ZCode has recently undergone a comprehensive upgrade, introducing new features such as target mode, sub-agent, remote control, and idle-time tasks, with the aim of enhancing the autonomy and task completion efficiency of agent.