At present, the core of the further development of third-generation silicon-oxygen anode materials is cost reduction and efficiency improvement. For example, BAK Power Battery is conducting research on pre-lithium silicon-oxygen materials. It will be possible to use pre-lithium replenishment technology to reduce irreversible capacity loss during charging and discharging, further improving the first effect of silicon-oxygen anode materials and mitigating the speed of capacity fading.