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Z.AI's GLM 5.1 model leads in long-horizon agentic tasks, outperforming rivals

Z.AI has released its GLM 5.1 model, an open-source option designed for long-horizon agentic tasks capable of running autonomously for up to 8 hours. This model reportedly outperforms GPT-5.4, Claude Opus 4.6, and Gemini 3.1 Pro on the SWE-Bench Pro benchmark. The company also offers GLM 4.5 Air for faster, lower-cost daily use and GLM 5 Turbo for mid-tier agentic execution, all accessible through MCP Agent Studio without requiring API keys or coding. AI

Summary written by gemini-2.5-flash-lite from 1 source. How we write summaries →

IMPACT New open-source model claims SOTA on SWE-Bench Pro, potentially impacting agent development and tool-calling capabilities.

RANK_REASON Z.AI (formerly Zhipu AI) released GLM 5.1, an open-source model with specific benchmark performance claims against competitors. [lever_c_demoted from frontier_release: ic=1 ai=1.0]

Read on dev.to — LLM tag →

COVERAGE [1]

  1. dev.to — LLM tag TIER_1 · Rupa Tiwari ·

    How to Test Your MCP Server with Z.AI GLM Models (2026 Guide)

    <blockquote> <p>TL;DR</p> <p><strong>How to test:</strong></p> <ul> <li>Open <a href="https://mcpplaygroundonline.com/mcp-agent-studio" rel="noopener noreferrer">MCP Agent Studio</a> </li> <li>Paste your MCP server URL</li> <li>Pick a GLM model from the picker</li> <li>Start chat…