A wave of flagship releases including Gemma 4, DeepSeek V4, and Kimi K2.6 hit the open-weights scene. These models face rigorous evaluation via the CAISI V4 assessment. The sheer volume of high-performance releases accelerates the gap between proprietary and open research. Practitioners now have more competitive alternatives for local deployment.