A wave of flagship releases includes Gemma 4, DeepSeek V4, and Kimi K2.6. These models flood the open-weights ecosystem with high-performance alternatives to closed systems. The CAISI V4 assessment provides a new benchmark for evaluating these capabilities. Practitioners now have more diverse, high-capacity options for local deployment and fine-tuning experiments.