{
  "schema_version": "openagent.resource.v1",
  "id": "res_kimi_k2_5",
  "slug": "kimi-k2-5",
  "status": "published",
  "identity": {
    "name": "Kimi K2.5",
    "one_liner": "Moonshot AI's open-weight multimodal model for agentic and tool-using workflows.",
    "short_description": "Kimi K2.5 is Moonshot AI's powerful open-weight model line, positioned for multimodal and agentic workflows with API access and public model materials."
  },
  "classification": {
    "resource_type": "model",
    "primary_category": "models",
    "subcategories": [
      "open-weights",
      "tool-calling",
      "workflow-orchestration",
      "research"
    ]
  },
  "positioning": {
    "why_it_matters": "Kimi K2.5 matters because it sits at the intersection of frontier-style agent behavior and open model distribution. For teams comparing model choices for coding, tool use, and multimodal tasks, it is one of the models worth evaluating closely.",
    "best_for": [
      "Teams comparing open-weight models for tool-using agents",
      "Developers testing coding and reasoning workflows with Kimi-compatible APIs",
      "Researchers watching how Chinese open model labs approach multimodal agents"
    ],
    "not_for": [
      "Teams that require a pure OSI-style open-source license without extra model terms",
      "Users who want a local-only consumer app with no API or model operations work"
    ],
    "use_cases": [
      "developer-workflow"
    ],
    "target_audience": [
      "developer",
      "researcher"
    ],
    "maturity": "active"
  },
  "decision_signals": {
    "deployment_modes": [
      "cloud"
    ],
    "open_source": false,
    "local_first": false,
    "self_hostable": false,
    "has_api": false,
    "has_gui": false,
    "supports_mcp": false,
    "supports_docker": false
  },
  "facts": {
    "license": "Modified MIT",
    "pricing_model": "free",
    "github_repo_full_name": "MoonshotAI/Kimi-K2.5",
    "last_verified_at": "2026-04-19"
  },
  "capabilities": {
    "core_capabilities": [
      "tool-calling",
      "workflow-orchestration",
      "local-inference"
    ],
    "interfaces": [
      "repo"
    ]
  },
  "links": {
    "primary_url": "https://github.com/MoonshotAI/Kimi-K2.5",
    "items": [
      {
        "type": "github",
        "label": "GitHub",
        "url": "https://github.com/MoonshotAI/Kimi-K2.5"
      },
      {
        "type": "homepage",
        "label": "Homepage",
        "url": "https://platform.moonshot.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": "Kimi K2.5",
      "subtitle": "Moonshot AI's open-weight multimodal model for agentic and tool-using workflows.",
      "avoid": [
        "busy benchmark poster",
        "unverified logos",
        "marketing-heavy screenshots"
      ]
    }
  },
  "tags": {
    "category": [
      "model"
    ],
    "capability": [
      "tool-calling",
      "workflow-orchestration",
      "local-inference"
    ],
    "constraint": [
      "source-available",
      "open-weights"
    ],
    "scenario": [
      "developer-workflow"
    ]
  },
  "relationships": {},
  "machine_readable": {
    "canonical_url": "https://www.openagent.bot/models/kimi-k2-5",
    "json_url": "https://www.openagent.bot/models/kimi-k2-5.json",
    "markdown_url": "https://www.openagent.bot/models/kimi-k2-5.md"
  },
  "seo": {
    "title": "Kimi K2.5: Models resource for open AI builders",
    "description": "Kimi K2.5 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 model positioning",
        "description": "Kimi K2.5 is marketed around tool use and agentic tasks rather than only chat.",
        "why_it_matters": "That makes it a serious candidate for OpenAgent-style workflows."
      },
      {
        "title": "Open-weight distribution",
        "description": "Moonshot publishes public repository and model access materials for evaluation.",
        "why_it_matters": "Open weights let builders compare behavior outside a single hosted interface."
      },
      {
        "title": "Multimodal direction",
        "description": "The Kimi K2.5 line is positioned as a multimodal model rather than a text-only assistant.",
        "why_it_matters": "Multimodal inputs are increasingly important for agents that read screens, documents, and visual context."
      }
    ],
    "use_case_notes": [
      {
        "title": "Agent model comparison",
        "description": "Evaluate Kimi K2.5 against Qwen, GLM, and DeepSeek-style models on tool-using workflows."
      },
      {
        "title": "Coding and repository tasks",
        "description": "Test whether it can reason across code, instructions, and tool calls in realistic engineering loops."
      },
      {
        "title": "Multimodal assistant prototypes",
        "description": "Use it as a candidate when an assistant needs more than plain text input."
      }
    ],
    "compare_notes": [
      {
        "title": "Strong candidate for open-weight agent testing",
        "summary": "Kimi K2.5 is useful when the comparison target is agentic behavior and multimodal capability, but its modified license terms should be reviewed carefully.",
        "against": "Qwen3.6 and GLM-5"
      }
    ],
    "getting_started": [
      {
        "label": "Review the GitHub repository",
        "url": "https://github.com/MoonshotAI/Kimi-K2.5",
        "type": "github"
      },
      {
        "label": "Official source",
        "url": "https://platform.moonshot.ai/",
        "type": "homepage"
      }
    ],
    "command_line": [
      {
        "label": "Clone the model repository",
        "command": "git clone https://github.com/MoonshotAI/Kimi-K2.5.git",
        "description": "Start with official model materials and license notes before using it in production."
      }
    ],
    "seo_article": {
      "intro": "Kimi K2.5 is Moonshot AI's powerful open-weight model line, positioned for multimodal and agentic workflows with API access and public model materials.",
      "what_it_is": "Kimi K2.5 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": "Kimi K2.5 matters because it sits at the intersection of frontier-style agent behavior and open model distribution. For teams comparing model choices for coding, tool use, and multimodal tasks, it is one of the models worth evaluating closely.",
      "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": "Agent model comparison",
          "description": "Evaluate Kimi K2.5 against Qwen, GLM, and DeepSeek-style models on tool-using workflows."
        },
        {
          "title": "Coding and repository tasks",
          "description": "Test whether it can reason across code, instructions, and tool calls in realistic engineering loops."
        },
        {
          "title": "Multimodal assistant prototypes",
          "description": "Use it as a candidate when an assistant needs more than plain text input."
        }
      ],
      "alternatives": [
        {
          "title": "Strong candidate for open-weight agent testing",
          "summary": "Kimi K2.5 is useful when the comparison target is agentic behavior and multimodal capability, but its modified license terms should be reviewed carefully.",
          "against": "Qwen3.6 and GLM-5"
        }
      ],
      "getting_started": [
        {
          "label": "Review the GitHub repository",
          "url": "https://github.com/MoonshotAI/Kimi-K2.5",
          "type": "github"
        },
        {
          "label": "Official source",
          "url": "https://platform.moonshot.ai/",
          "type": "homepage"
        }
      ],
      "faq": [
        {
          "question": "Is Kimi K2.5 open source?",
          "answer": "Kimi K2.5 is listed with Modified MIT based on its official source links. Always re-check the repository or model card before production use."
        },
        {
          "question": "Who should evaluate Kimi K2.5?",
          "answer": "Teams comparing open-weight models for tool-using agents"
        }
      ]
    }
  },
  "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"
  }
}