A wave of flagship releases including Gemma 4 and DeepSeek V4 dominates the latest open-weights landscape. These models join Kimi K2.6 and GLM-5.1 in a dense month of updates. This surge accelerates the availability of high-performance alternatives to closed systems. Researchers now have more diverse architectures to benchmark against proprietary state-of-the-art baselines.