LLM Gateway
An agmazon.com guide positions GLM-5.1 by Z.ai (formerly Zhipu AI) as a major open-source milestone, claiming it delivers 94.6% of Claude Opus 4.6's performance and scoring 45.3 on a 113-task coding evaluation. The article describes a "paradigm shift toward Agentic Engineering" designed for complex systems engineering Technically, the guide details GLM-5.1's 744-billion-parameter Mixture-of-Experts architecture activating only 40–44B parameters per inference, a 200K input / 128K output context window, and a 256-expert sparse structure routing the top-8 with 5.9% sparsity. It references "DeepSeek Sparse Attention" (DSA) for memory-ef
