{
  "schema_version": "openagent.resource.v1",
  "id": "res_glm_5",
  "slug": "glm-5",
  "status": "published",
  "identity": {
    "name": "GLM-5",
    "one_liner": "Open model line from Z.ai focused on agentic engineering and longer coding workflows.",
    "short_description": "GLM-5 is Z.ai's open model line positioned around agentic engineering: workflows where a model reasons across files, tools, tests, and implementation steps rather than only completing code snippets."
  },
  "classification": {
    "resource_type": "model",
    "primary_category": "models",
    "subcategories": [
      "open-weights",
      "coding-agent",
      "workflow-orchestration",
      "tool-calling",
      "research"
    ]
  },
  "positioning": {
    "why_it_matters": "GLM-5 matters because coding models are moving from autocomplete toward agentic engineering. For OpenAgent readers, it is a useful signal that open model labs are optimizing for longer tool-using loops, not just static benchmarks.",
    "best_for": [
      "Developers comparing open coding models for agentic engineering tasks",
      "Teams testing long-running code modification and review workflows",
      "Researchers tracking open model progress in tool use and software engineering"
    ],
    "not_for": [
      "Users who only need a hosted chat assistant",
      "Teams that require a mature managed SLA around the model runtime"
    ],
    "use_cases": [
      "developer-workflow"
    ],
    "target_audience": [
      "developer",
      "researcher"
    ],
    "maturity": "active"
  },
  "decision_signals": {
    "deployment_modes": [
      "cloud"
    ],
    "open_source": true,
    "local_first": false,
    "self_hostable": false,
    "has_api": false,
    "has_gui": false,
    "supports_mcp": false,
    "supports_docker": false
  },
  "facts": {
    "license": "MIT",
    "pricing_model": "open_source",
    "github_repo_full_name": "zai-org/GLM-5",
    "last_verified_at": "2026-04-19"
  },
  "capabilities": {
    "core_capabilities": [
      "workflow-orchestration",
      "tool-calling",
      "local-inference"
    ],
    "interfaces": [
      "repo"
    ]
  },
  "links": {
    "primary_url": "https://github.com/zai-org/GLM-5",
    "items": [
      {
        "type": "github",
        "label": "GitHub",
        "url": "https://github.com/zai-org/GLM-5"
      },
      {
        "type": "homepage",
        "label": "Homepage",
        "url": "https://chat.z.ai/"
      }
    ]
  },
  "media": {
    "thumbnail_brief": {
      "resource_type": "model",
      "visual_motif": "clean technical blocks with a small source-link motif",
      "background_style": "minimal App Store editorial card using restrained open-source accents",
      "title_overlay": "GLM-5",
      "subtitle": "Open model line from Z.ai focused on agentic engineering and longer coding workflows.",
      "avoid": [
        "busy benchmark poster",
        "unverified logos",
        "marketing-heavy screenshots"
      ]
    }
  },
  "tags": {
    "category": [
      "model",
      "open-source"
    ],
    "capability": [
      "workflow-orchestration",
      "tool-calling",
      "local-inference"
    ],
    "constraint": [
      "open-source",
      "open-weights"
    ],
    "scenario": [
      "developer-workflow"
    ]
  },
  "relationships": {},
  "machine_readable": {
    "canonical_url": "https://www.openagent.bot/models/glm-5",
    "json_url": "https://www.openagent.bot/models/glm-5.json",
    "markdown_url": "https://www.openagent.bot/models/glm-5.md"
  },
  "seo": {
    "title": "GLM-5: Models resource for open AI builders",
    "description": "GLM-5 profile on OpenAgent.bot: what it is, when to use it, official links, open-source status, and structured resource data."
  },
  "editorial": {
    "trust_note": "Verified from source links and project metadata.",
    "core_strengths": [
      {
        "title": "Agentic engineering direction",
        "description": "GLM-5 is framed around engineering workflows that involve planning, tool use, code edits, and verification.",
        "why_it_matters": "That makes it more relevant to coding agents than a model that only optimizes short answer quality."
      },
      {
        "title": "Open model access path",
        "description": "The public repository gives builders a starting point for reviewing model materials and launch details.",
        "why_it_matters": "Open access lets teams test the model against their own codebases instead of relying on a closed demo."
      },
      {
        "title": "Workflow-oriented evaluation target",
        "description": "The project language emphasizes the shift from vibe coding toward more structured agentic work.",
        "why_it_matters": "That is the same direction OpenAgent tracks across models, agents, and skills."
      }
    ],
    "use_case_notes": [
      {
        "title": "Coding agent experiments",
        "description": "Evaluate GLM-5 inside an agent loop that plans, edits, runs checks, and revises code."
      },
      {
        "title": "Software engineering benchmarks",
        "description": "Use it as a candidate when testing repository-level issue fixing rather than isolated prompts."
      },
      {
        "title": "Open model comparison",
        "description": "Compare it against Qwen, Kimi, and DeepSeek-style coding models on the same code tasks."
      }
    ],
    "compare_notes": [
      {
        "title": "Best compared against coding-agent models",
        "summary": "GLM-5 belongs in the agentic engineering comparison set, where the question is not only code generation but whether the model can support longer tool-driven workflows.",
        "against": "Qwen3.6 and Kimi-Dev"
      }
    ],
    "getting_started": [
      {
        "label": "Review the GitHub repository",
        "url": "https://github.com/zai-org/GLM-5",
        "type": "github"
      },
      {
        "label": "Official source",
        "url": "https://chat.z.ai/",
        "type": "homepage"
      }
    ],
    "command_line": [
      {
        "label": "Clone the repository",
        "command": "git clone https://github.com/zai-org/GLM-5.git",
        "description": "Use the official repository as the starting point for model notes, examples, and updates."
      }
    ],
    "seo_article": {
      "intro": "GLM-5 is Z.ai's open model line positioned around agentic engineering: workflows where a model reasons across files, tools, tests, and implementation steps rather than only completing code snippets.",
      "what_it_is": "GLM-5 is an open AI models resource tracked by OpenAgent.bot because it gives builders a concrete implementation path rather than just a product claim.",
      "why_it_matters": "GLM-5 matters because coding models are moving from autocomplete toward agentic engineering. For OpenAgent readers, it is a useful signal that open model labs are optimizing for longer tool-using loops, not just static benchmarks.",
      "how_it_works": "Start from the official repository or documentation, verify the license and runtime requirements, then test it on a narrow workflow before expanding it into production use.",
      "use_cases": [
        {
          "title": "Coding agent experiments",
          "description": "Evaluate GLM-5 inside an agent loop that plans, edits, runs checks, and revises code."
        },
        {
          "title": "Software engineering benchmarks",
          "description": "Use it as a candidate when testing repository-level issue fixing rather than isolated prompts."
        },
        {
          "title": "Open model comparison",
          "description": "Compare it against Qwen, Kimi, and DeepSeek-style coding models on the same code tasks."
        }
      ],
      "alternatives": [
        {
          "title": "Best compared against coding-agent models",
          "summary": "GLM-5 belongs in the agentic engineering comparison set, where the question is not only code generation but whether the model can support longer tool-driven workflows.",
          "against": "Qwen3.6 and Kimi-Dev"
        }
      ],
      "getting_started": [
        {
          "label": "Review the GitHub repository",
          "url": "https://github.com/zai-org/GLM-5",
          "type": "github"
        },
        {
          "label": "Official source",
          "url": "https://chat.z.ai/",
          "type": "homepage"
        }
      ],
      "faq": [
        {
          "question": "Is GLM-5 open source?",
          "answer": "GLM-5 is listed with MIT based on its official source links. Always re-check the repository or model card before production use."
        },
        {
          "question": "Who should evaluate GLM-5?",
          "answer": "Developers comparing open coding models for agentic engineering tasks"
        }
      ]
    }
  },
  "timestamps": {
    "created_at": "2026-04-19T00:00:00.000Z",
    "updated_at": "2026-04-19T00:00:00.000Z",
    "published_at": "2026-04-19T00:00:00.000Z"
  }
}