This comparative analysis visualizes the performance of GLM-5 against its primary open-weight competitors, Qwen3.5-Plus, KIMI-K2.5, and DeepSeek-V3.2-Thinking, across a spectrum of frontier benchmarks. Key benchmarks represented include: Engineering & Coding: SWE-bench Verified and Terminal-Bench 2.0 showcase GLM-5's leadership in repository-scale problem solving and terminal-based agent tasks. Reasoning & Logic: GPQA-Diamond and HMMT Nov. 2025 highlight the models' capabilities in graduate-level science and advanced mathematics. Agentic Frameworks: The AA Agentic Index and MCP-Atlas evaluate long-horizon execution and multi-step tool orchestration, where GLM-5 currently leads the open-weight field. Knowledge Acquisition: Humanity's Last Exam (HLE) (both text-only and tool-augmented) measures the models' ability to synthesize expert-level information.