Long-context attention architectures

GLM-5.3-Flash: 18B active out of 320B, and a tenth-price claim that needs reading

Z.ai's new model activates 18B parameters per token and lists at a tenth of GLM-5.2's price. The card publishes its evaluation settings and, in the text supplied, not its scores.