Long-context language models

Filling GLM-5.3-Flash's million-token window costs three times its per-task benchmark price

Z.ai's 320-billion-parameter model activates 18 billion per token and ships under MIT, so a buyer can download it and measure for themselves. Every capability figure published so far comes from Z.ai's own launch materials.