We evaluated Zhipu AI’s open-weight GLM-5.3 on CyScenarioBench, our benchmark for multi-stage offensive operations in simulated networks. It completed 3 of 13 scenarios end to end at least once, the strongest open-weight result we’ve recorded. It refused none of the tasks.