Zhipu's GLM-5.2 (open-source June 17, MIT, 744B/40B, 1M context) ranks fifth globally in weekly token usage. Edge: long-horizon tasks and Day-0 domestic-chip adaptation — built for Chinese silicon, not just benchmarks.
Alibaba's Qwen3.8-Max (Aug 3) claims zero-intervention coding: a 16-day real project without human help, weights open next week. Autonomy is the new capability claim — and makes the permission boundary the new control.
Moonshot AI released Kimi K3 as open weights in July 2026. What the model card claims, what its custom license requires, and how self-hosting teams should evaluate it.