Moonshot's open-weight Kimi K3.1 Pro just pulled off a clean sweep on Artificial Analysis's enterprise capability rankings.
Across Finance, Strategy, Legal, Healthcare, Engineering, and Economics, Kimi K3.1 Pro ranked #
1# in every single category among open models beating Ling 3.1 Flash, DeepSeek V4.1 Flash 1017, GLM-5.3, and Meta's Muse Spark Open.
Plus, SGLang merged PR #
49472# today adding "breakable CUDA graphs" specifically for Kimi K3.1's hybrid linear attention, cutting prefill latency in half (-53%).