{
  "id": "moonshot:moonshotai kimi k2 7 code:5",
  "language": "zh",
  "url": "https://alexgetman.com/zh/signals/2026/09/08/kimi-k2-7-code/",
  "title": "在 Arena 发现 Kimi K2.7 Code",
  "summary": "Kimi K2.7 Code 是 Moonshot 的 AI 模型，于 2026-06-12 发布。 首次发现 2026-09-08。 目录显示上下文窗口为 262,144 token。 17条参考链接。",
  "kind": "codename",
  "publication": {
    "listed": true,
    "kind": "sighting",
    "placement": "archive",
    "event": "sighting"
  },
  "presentation": {
    "primary_change": "update",
    "featured_facts": [
      "context",
      "price_in",
      "price_out"
    ]
  },
  "observation": null,
  "lifecycle": [],
  "release_scope": null,
  "review": null,
  "vendor": "Moonshot",
  "confidence": "confirmed",
  "first_seen_at": "2026-09-08T02:51:30.567Z",
  "model_first_seen_at": "2026-09-08T02:51:30.567Z",
  "canonical_model_id": "moonshotai/kimi-k2.7-code",
  "model_identity": {
    "id": "moonshotai/kimi-k2.7-code",
    "name": "Kimi K2.7 Code",
    "maker": {
      "id": "moonshot",
      "name": "Moonshot"
    },
    "version": "2.7",
    "checkpoint": null,
    "first_seen_at": "2026-09-08T02:51:30.567Z"
  },
  "offers": [
    {
      "id": "[\"huggingface-router\",\"moonshotai/Kimi-K2.7-Code\",\"standard\",null]",
      "model_id": "moonshotai/kimi-k2.7-code",
      "provider_id": "huggingface-router",
      "api_id": "moonshotai/Kimi-K2.7-Code",
      "mode": "standard",
      "context_band": null,
      "available": true,
      "prices": {
        "currency": "USD",
        "unit": "per_million_tokens",
        "input": null,
        "output": null,
        "cached_input": null
      },
      "characteristics": {
        "display_name": "Kimi K2.7 Code",
        "provider": "Moonshot",
        "release_date": null,
        "model_release_date": null,
        "release_scope": null,
        "release_precision": null,
        "reviewed_claim": null,
        "context": 262144,
        "max_output": null,
        "inputs": [],
        "outputs": [],
        "open_weights": null,
        "observed_at": "2026-11-12T16:14:56.746Z",
        "output_kind": "unknown",
        "origins": {
          "context": {
            "key": "contextWindow:huggingface-router",
            "observed_at": "2026-11-12T16:14:56.746Z",
            "story_updated_at": "2026-11-12T16:14:56.746Z",
            "evidence": [
              {
                "source": "huggingface-router",
                "url": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"huggingface-router\",\"moonshotai/Kimi-K2.7-Code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:14:56.746Z"
              }
            ]
          },
          "display_name": {
            "key": "displayName:huggingface-router",
            "observed_at": "2026-11-12T16:14:56.746Z",
            "story_updated_at": "2026-11-12T16:14:56.746Z",
            "evidence": [
              {
                "source": "huggingface-router",
                "url": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"huggingface-router\",\"moonshotai/Kimi-K2.7-Code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:14:56.746Z"
              }
            ]
          },
          "provider": {
            "key": "provider:huggingface-router",
            "observed_at": "2026-11-12T16:14:56.746Z",
            "story_updated_at": "2026-11-12T16:14:56.746Z",
            "evidence": [
              {
                "source": "huggingface-router",
                "url": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"huggingface-router\",\"moonshotai/Kimi-K2.7-Code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:14:56.746Z"
              }
            ]
          }
        }
      },
      "evidence": [
        {
          "source": "huggingface-router",
          "url": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"huggingface-router\",\"moonshotai/Kimi-K2.7-Code\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:14:56.746Z"
        }
      ]
    },
    {
      "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]",
      "model_id": "moonshotai/kimi-k2.7-code",
      "provider_id": "openrouter",
      "api_id": "moonshotai/kimi-k2.7-code",
      "mode": "standard",
      "context_band": null,
      "available": true,
      "prices": {
        "currency": "USD",
        "unit": "per_million_tokens",
        "input": {
          "amount": 0.6,
          "mode": "standard",
          "source": "pricing:openrouter",
          "observed_at": "2026-11-13T12:52:37.083Z",
          "evidence": [
            {
              "source": "openrouter",
              "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
              "authority": "third_party",
              "scope": {
                "kind": "offer",
                "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
              },
              "detected_at": null,
              "checked_at": "2026-11-13T12:52:37.083Z"
            }
          ]
        },
        "output": {
          "amount": 3.5,
          "mode": "standard",
          "source": "pricing:openrouter",
          "observed_at": "2026-11-13T12:52:37.083Z",
          "evidence": [
            {
              "source": "openrouter",
              "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
              "authority": "third_party",
              "scope": {
                "kind": "offer",
                "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
              },
              "detected_at": null,
              "checked_at": "2026-11-13T12:52:37.083Z"
            }
          ]
        },
        "cached_input": {
          "amount": 0.16,
          "mode": "standard",
          "source": "pricing:openrouter",
          "observed_at": "2026-11-13T12:52:37.083Z",
          "evidence": [
            {
              "source": "openrouter",
              "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
              "authority": "third_party",
              "scope": {
                "kind": "offer",
                "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
              },
              "detected_at": null,
              "checked_at": "2026-11-13T12:52:37.083Z"
            }
          ]
        }
      },
      "characteristics": {
        "display_name": "MoonshotAI: Kimi K2.7 Code",
        "provider": "Moonshot",
        "release_date": null,
        "model_release_date": null,
        "release_scope": null,
        "release_precision": null,
        "reviewed_claim": null,
        "context": 262144,
        "max_output": 235929,
        "inputs": [
          "image",
          "text"
        ],
        "outputs": [
          "text"
        ],
        "open_weights": null,
        "observed_at": "2026-11-13T12:52:37.083Z",
        "output_kind": "text",
        "origins": {
          "context": {
            "key": "contextWindow:openrouter",
            "observed_at": "2026-11-13T12:52:37.083Z",
            "story_updated_at": "2026-11-13T12:52:37.083Z",
            "evidence": [
              {
                "source": "openrouter",
                "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-13T12:52:37.083Z"
              }
            ]
          },
          "display_name": {
            "key": "displayName:openrouter",
            "observed_at": "2026-11-13T12:52:37.083Z",
            "story_updated_at": "2026-11-13T12:52:37.083Z",
            "evidence": [
              {
                "source": "openrouter",
                "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-13T12:52:37.083Z"
              }
            ]
          },
          "inputs": {
            "key": "inputModalities:openrouter",
            "observed_at": "2026-11-13T12:52:37.083Z",
            "story_updated_at": "2026-11-13T12:52:37.083Z",
            "evidence": [
              {
                "source": "openrouter",
                "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-13T12:52:37.083Z"
              }
            ]
          },
          "max_output": {
            "key": "maxOutputTokens:openrouter",
            "observed_at": "2026-11-13T12:52:37.083Z",
            "story_updated_at": "2026-11-13T12:52:37.083Z",
            "evidence": [
              {
                "source": "openrouter",
                "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-13T12:52:37.083Z"
              }
            ]
          },
          "outputs": {
            "key": "outputModalities:openrouter",
            "observed_at": "2026-11-13T12:52:37.083Z",
            "story_updated_at": "2026-11-13T12:52:37.083Z",
            "evidence": [
              {
                "source": "openrouter",
                "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-13T12:52:37.083Z"
              }
            ]
          },
          "provider": {
            "key": "provider:openrouter",
            "observed_at": "2026-11-13T12:52:37.083Z",
            "story_updated_at": "2026-11-13T12:52:37.083Z",
            "evidence": [
              {
                "source": "openrouter",
                "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-13T12:52:37.083Z"
              }
            ]
          }
        }
      },
      "evidence": [
        {
          "source": "openrouter",
          "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-13T12:52:37.083Z"
        }
      ]
    },
    {
      "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]",
      "model_id": "moonshotai/kimi-k2.7-code",
      "provider_id": "vercel-gateway",
      "api_id": "moonshotai/kimi-k2.7-code",
      "mode": "standard",
      "context_band": null,
      "available": true,
      "prices": {
        "currency": "USD",
        "unit": "per_million_tokens",
        "input": {
          "amount": 0.95,
          "mode": "standard",
          "source": "pricing:vercel-gateway",
          "observed_at": "2026-11-12T16:16:16.088Z",
          "evidence": [
            {
              "source": "vercel-gateway",
              "url": null,
              "authority": "third_party",
              "scope": {
                "kind": "offer",
                "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
              },
              "detected_at": null,
              "checked_at": "2026-11-12T16:16:16.088Z"
            }
          ]
        },
        "output": {
          "amount": 4.0,
          "mode": "standard",
          "source": "pricing:vercel-gateway",
          "observed_at": "2026-11-12T16:16:16.088Z",
          "evidence": [
            {
              "source": "vercel-gateway",
              "url": null,
              "authority": "third_party",
              "scope": {
                "kind": "offer",
                "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
              },
              "detected_at": null,
              "checked_at": "2026-11-12T16:16:16.088Z"
            }
          ]
        },
        "cached_input": {
          "amount": 0.19,
          "mode": "standard",
          "source": "pricing:vercel-gateway",
          "observed_at": "2026-11-12T16:16:16.088Z",
          "evidence": [
            {
              "source": "vercel-gateway",
              "url": null,
              "authority": "third_party",
              "scope": {
                "kind": "offer",
                "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
              },
              "detected_at": null,
              "checked_at": "2026-11-12T16:16:16.088Z"
            }
          ]
        }
      },
      "characteristics": {
        "display_name": "Kimi K2.7 Code",
        "provider": "Moonshot",
        "release_date": null,
        "model_release_date": null,
        "release_scope": null,
        "release_precision": null,
        "reviewed_claim": null,
        "context": 256000,
        "max_output": 32768,
        "inputs": [
          "image",
          "pdf",
          "text",
          "video"
        ],
        "outputs": [
          "text"
        ],
        "open_weights": null,
        "observed_at": "2026-11-12T16:16:16.088Z",
        "output_kind": "text",
        "origins": {
          "context": {
            "key": "contextWindow:vercel-gateway",
            "observed_at": "2026-11-12T16:16:16.088Z",
            "story_updated_at": "2026-11-12T16:16:16.088Z",
            "evidence": [
              {
                "source": "vercel-gateway",
                "url": null,
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:16:16.088Z"
              }
            ]
          },
          "display_name": {
            "key": "displayName:vercel-gateway",
            "observed_at": "2026-11-12T16:16:16.088Z",
            "story_updated_at": "2026-11-12T16:16:16.088Z",
            "evidence": [
              {
                "source": "vercel-gateway",
                "url": null,
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:16:16.088Z"
              }
            ]
          },
          "inputs": {
            "key": "inputModalities:vercel-gateway",
            "observed_at": "2026-11-12T16:16:16.088Z",
            "story_updated_at": "2026-11-12T16:16:16.088Z",
            "evidence": [
              {
                "source": "vercel-gateway",
                "url": null,
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:16:16.088Z"
              }
            ]
          },
          "max_output": {
            "key": "maxOutputTokens:vercel-gateway",
            "observed_at": "2026-11-12T16:16:16.088Z",
            "story_updated_at": "2026-11-12T16:16:16.088Z",
            "evidence": [
              {
                "source": "vercel-gateway",
                "url": null,
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:16:16.088Z"
              }
            ]
          },
          "outputs": {
            "key": "outputModalities:vercel-gateway",
            "observed_at": "2026-11-12T16:16:16.088Z",
            "story_updated_at": "2026-11-12T16:16:16.088Z",
            "evidence": [
              {
                "source": "vercel-gateway",
                "url": null,
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:16:16.088Z"
              }
            ]
          },
          "provider": {
            "key": "provider:vercel-gateway",
            "observed_at": "2026-11-12T16:16:16.088Z",
            "story_updated_at": "2026-11-12T16:16:16.088Z",
            "evidence": [
              {
                "source": "vercel-gateway",
                "url": null,
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:16:16.088Z"
              }
            ]
          }
        }
      },
      "evidence": [
        {
          "source": "vercel-gateway",
          "url": null,
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:16:16.088Z"
        }
      ]
    }
  ],
  "dates": [
    {
      "kind": "model_release",
      "scope": {
        "kind": "model",
        "id": "moonshotai/kimi-k2.7-code"
      },
      "at": {
        "precision": "day",
        "value": "2026-06-12"
      },
      "release_scope": null,
      "selected": true,
      "evidence": [
        {
          "source": "review",
          "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "moonshotai/kimi-k2.7-code"
          },
          "detected_at": null,
          "checked_at": "2026-11-04T17:00:40.026664Z"
        }
      ]
    },
    {
      "kind": "api_availability",
      "scope": {
        "kind": "offer",
        "id": "[\"huggingface-router\",\"moonshotai/Kimi-K2.7-Code\",\"standard\",null]"
      },
      "at": null,
      "release_scope": null,
      "selected": false,
      "evidence": [
        {
          "source": "huggingface-router",
          "url": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"huggingface-router\",\"moonshotai/Kimi-K2.7-Code\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:14:56.746Z"
        }
      ]
    },
    {
      "kind": "api_availability",
      "scope": {
        "kind": "offer",
        "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
      },
      "at": null,
      "release_scope": null,
      "selected": false,
      "evidence": [
        {
          "source": "openrouter",
          "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"openrouter\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-13T12:52:37.083Z"
        }
      ]
    },
    {
      "kind": "api_availability",
      "scope": {
        "kind": "offer",
        "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
      },
      "at": null,
      "release_scope": null,
      "selected": false,
      "evidence": [
        {
          "source": "vercel-gateway",
          "url": null,
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"vercel-gateway\",\"moonshotai/kimi-k2.7-code\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:16:16.088Z"
        }
      ]
    },
    {
      "kind": "weights_release",
      "scope": {
        "kind": "model",
        "id": "moonshotai/kimi-k2.7-code"
      },
      "at": {
        "precision": "day",
        "value": "2026-06-11"
      },
      "release_scope": "weights_repository_revision",
      "selected": true,
      "evidence": [
        {
          "source": "hf-author-artifacts:moonshotai",
          "url": "https://huggingface.co/api/models/moonshotai/Kimi-K2.7-Code/paths-info/74797c9c62378b951a1f6fcf5c4631024e9b8bef",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "moonshotai/kimi-k2.7-code"
          },
          "detected_at": "2026-11-14T16:05:26.056Z",
          "checked_at": "2026-11-14T16:05:26.056Z"
        }
      ]
    }
  ],
  "released_at": null,
  "updated_at": "2026-11-14T16:05:47.472Z",
  "model": {
    "id": "moonshotai/kimi-k2.7-code",
    "name": "Kimi K2.7 Code",
    "url": "https://alexgetman.com/zh/models/moonshot/kimi-k2-7-code-1116/"
  },
  "facts": {
    "context_window": 262144,
    "max_output_tokens": null,
    "input_modalities": [
      "image",
      "text",
      "video"
    ],
    "output_modalities": [
      "text"
    ],
    "open_weights": true,
    "usd_per_million": {
      "input": 0.6,
      "output": 3.5,
      "cached_input": 0.16
    },
    "prices": {
      "currency": "USD",
      "unit": "per_million_tokens",
      "input": {
        "amount": 0.6,
        "mode": "standard",
        "source": "pricing:openrouter",
        "observed_at": "2026-11-12T16:18:30.312Z",
        "evidence": [
          {
            "source": "openrouter",
            "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
            "authority": "third_party",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:18:30.312Z"
          }
        ]
      },
      "output": {
        "amount": 3.5,
        "mode": "standard",
        "source": "pricing:openrouter",
        "observed_at": "2026-11-12T16:18:30.312Z",
        "evidence": [
          {
            "source": "openrouter",
            "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
            "authority": "third_party",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:18:30.312Z"
          }
        ]
      },
      "cached_input": {
        "amount": 0.16,
        "mode": "standard",
        "source": "pricing:openrouter",
        "observed_at": "2026-11-12T16:18:30.312Z",
        "evidence": [
          {
            "source": "openrouter",
            "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
            "authority": "third_party",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:18:30.312Z"
          }
        ]
      }
    },
    "observed_at": "2026-11-12T16:18:30.312Z",
    "output_kind": "text",
    "provenance": {
      "context": {
        "key": "contextWindow",
        "observed_at": "2026-11-04T17:00:40.026Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:00:40.026664Z"
          }
        ]
      },
      "display_name": {
        "key": "displayName",
        "observed_at": "2026-11-12T16:16:48.986Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "hf-author-artifacts:moonshotai",
            "url": null,
            "authority": "vendor_owned",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:16:48.986Z"
          }
        ]
      },
      "inputs": {
        "key": "inputModalities",
        "observed_at": "2026-11-04T17:00:40.026Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:00:40.026664Z"
          }
        ]
      },
      "open_weights": {
        "key": "openWeights:hf-author-artifacts:moonshotai",
        "observed_at": "2026-11-12T16:16:48.986Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "hf-author-artifacts:moonshotai",
            "url": null,
            "authority": "vendor_owned",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:16:48.986Z"
          }
        ]
      },
      "outputs": {
        "key": "outputModalities",
        "observed_at": "2026-11-04T17:00:40.026Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:00:40.026664Z"
          }
        ]
      },
      "price_cached": {
        "key": "pricing:openrouter",
        "observed_at": "2026-11-12T16:18:30.312Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "openrouter",
            "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
            "authority": "third_party",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:18:30.312Z"
          }
        ]
      },
      "price_in": {
        "key": "pricing:openrouter",
        "observed_at": "2026-11-12T16:18:30.312Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "openrouter",
            "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
            "authority": "third_party",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:18:30.312Z"
          }
        ]
      },
      "price_out": {
        "key": "pricing:openrouter",
        "observed_at": "2026-11-12T16:18:30.312Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "openrouter",
            "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
            "authority": "third_party",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:18:30.312Z"
          }
        ]
      },
      "provider": {
        "key": "provider",
        "observed_at": "2026-11-04T17:00:40.026Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:00:40.026664Z"
          }
        ]
      },
      "release_date": {
        "key": "releaseDate",
        "observed_at": "2026-11-04T17:00:40.026Z",
        "story_updated_at": "2026-11-14T16:05:47.472Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "moonshotai/kimi-k2.7-code"
            },
            "detected_at": null,
            "checked_at": "2026-11-04T17:00:40.026664Z"
          }
        ]
      }
    }
  },
  "forge_facts": [
    {
      "key": "access:hf-author-artifacts:moonshotai",
      "value": "public",
      "observed_at": "2026-11-12T16:16:48.986Z"
    },
    {
      "key": "access:huggingface:moonshotai",
      "value": "public",
      "observed_at": "2026-11-12T15:01:45.054Z"
    },
    {
      "key": "availableOnOpenRouter:openrouter",
      "value": true,
      "observed_at": "2026-11-12T16:18:30.312Z"
    },
    {
      "key": "catalogueMetadata:openrouter",
      "value": {
        "canonical_slug": "moonshotai/kimi-k2.7-code-20260612",
        "default_parameters": {
          "frequency_penalty": null,
          "presence_penalty": null,
          "repetition_penalty": null,
          "temperature": null,
          "top_k": null,
          "top_p": null
        },
        "hugging_face_id": "moonshotai/Kimi-K2.7-Code",
        "knowledge_cutoff": null,
        "links": {
          "details": "/api/v1/models/moonshotai/kimi-k2.7-code-20260612/endpoints"
        },
        "per_request_limits": null,
        "reasoning": {
          "default_enabled": true,
          "mandatory": true
        },
        "supported_voices": null
      },
      "observed_at": "2026-11-13T12:52:37.083Z"
    },
    {
      "key": "contextWindow",
      "value": 262144,
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "displayName",
      "value": "Kimi K2.7 Code",
      "observed_at": "2026-11-12T16:16:48.986Z"
    },
    {
      "key": "inputModalities",
      "value": [
        "image",
        "text",
        "video"
      ],
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "library",
      "value": "transformers",
      "observed_at": "2026-11-12T15:01:45.054Z"
    },
    {
      "key": "listedInProviderCatalogue:command-code-models",
      "value": true,
      "observed_at": "2026-11-12T16:20:26.504Z"
    },
    {
      "key": "listedInProviderCatalogue:discovery:opencode-data",
      "value": true,
      "observed_at": "2026-11-12T16:01:23.736Z"
    },
    {
      "key": "listedInProviderCatalogue:huggingface-router",
      "value": true,
      "observed_at": "2026-11-12T16:14:56.746Z"
    },
    {
      "key": "listedInProviderCatalogue:vercel-gateway",
      "value": true,
      "observed_at": "2026-11-12T16:16:16.088Z"
    },
    {
      "key": "maxOutputTokens",
      "value": null,
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "modelType",
      "value": "text",
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "openWeights:hf-author-artifacts:moonshotai",
      "value": true,
      "observed_at": "2026-11-12T16:16:48.986Z"
    },
    {
      "key": "openWeights:huggingface:moonshotai",
      "value": true,
      "observed_at": "2026-11-12T15:01:45.054Z"
    },
    {
      "key": "openWeights:modelscope:moonshotai",
      "value": true,
      "observed_at": "2026-09-09T21:52:49.887Z"
    },
    {
      "key": "outputModalities",
      "value": [
        "text"
      ],
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "pricing:openrouter",
      "value": {
        "completion": "0.0000035",
        "input_cache_read": "0.00000016",
        "prompt": "0.0000006",
        "unit": "per_token"
      },
      "observed_at": "2026-11-12T16:18:30.312Z"
    },
    {
      "key": "pricing:vercel-gateway",
      "value": {
        "fast": {
          "input": "0.0000019",
          "input_cache_read": "0.00000038",
          "output": "0.000008"
        },
        "input": "0.00000095",
        "input_cache_read": "0.00000019",
        "output": "0.000004",
        "unit": "per_token"
      },
      "observed_at": "2026-11-12T16:16:16.088Z"
    },
    {
      "key": "provider",
      "value": "Moonshot",
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "providerOffer:openrouter:moonshotai/kimi-k2.7-code",
      "value": {
        "contextWindow": 262144,
        "maxOutputTokens": 235929,
        "provider": "OpenRouter",
        "sourceRecordId": "moonshotai/kimi-k2.7-code"
      },
      "observed_at": "2026-11-12T16:18:30.312Z"
    },
    {
      "key": "providerOffer:vercel-gateway:moonshotai/kimi-k2.7-code",
      "value": {
        "catalogueType": "language",
        "contextWindow": 256000,
        "declaredModalities": {
          "input": [
            "image",
            "pdf",
            "text",
            "video"
          ],
          "output": [
            "text"
          ]
        },
        "generatesTokens": null,
        "maxOutputTokens": 32768,
        "modelType": "text",
        "outputKind": null,
        "pricing": {
          "fast": {
            "input": "0.0000019",
            "input_cache_read": "0.00000038",
            "output": "0.000008"
          },
          "input": "0.00000095",
          "input_cache_read": "0.00000019",
          "output": "0.000004"
        },
        "provider": "Vercel AI Gateway",
        "sourceRecordId": "moonshotai/kimi-k2.7-code",
        "videoCapabilities": null
      },
      "observed_at": "2026-11-12T16:16:16.088Z"
    },
    {
      "key": "releaseDate",
      "value": "2026-06-12",
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "reviewedProvenance:contextWindow",
      "value": {
        "checkedAt": "2026-11-04T17:00:40.026664+00:00",
        "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart"
      },
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "reviewedProvenance:inputModalities",
      "value": {
        "checkedAt": "2026-11-04T17:00:40.026664+00:00",
        "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart"
      },
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "reviewedProvenance:maxOutputTokens",
      "value": {
        "checkedAt": "2026-11-04T17:00:40.026664+00:00",
        "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart"
      },
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "reviewedProvenance:modelType",
      "value": {
        "checkedAt": "2026-11-04T17:00:40.026664+00:00",
        "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart"
      },
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "reviewedProvenance:outputModalities",
      "value": {
        "checkedAt": "2026-11-04T17:00:40.026664+00:00",
        "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart"
      },
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "reviewedProvenance:provider",
      "value": {
        "checkedAt": "2026-11-04T17:00:40.026664+00:00",
        "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart"
      },
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "reviewedProvenance:releaseDate",
      "value": {
        "checkedAt": "2026-11-04T17:00:40.026664+00:00",
        "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart"
      },
      "observed_at": "2026-11-04T17:00:40.026Z"
    },
    {
      "key": "servingOffer:huggingface-router:moonshotai/Kimi-K2.7-Code",
      "value": {
        "api_id": "moonshotai/Kimi-K2.7-Code",
        "available": true,
        "context_band": null,
        "facts": [
          {
            "key": "displayName:huggingface-router",
            "observed_at": null,
            "value": "Kimi K2.7 Code"
          },
          {
            "key": "provider:huggingface-router",
            "observed_at": null,
            "value": "Moonshot"
          },
          {
            "key": "contextWindow:huggingface-router",
            "observed_at": null,
            "value": 262144
          },
          {
            "key": "listedInProviderCatalogue:huggingface-router",
            "observed_at": null,
            "value": true
          }
        ],
        "modality": null,
        "mode": "standard",
        "provider_id": "huggingface-router",
        "source": "huggingface-router",
        "url": "https://huggingface.co/moonshotai/Kimi-K2.7-Code"
      },
      "observed_at": "2026-11-12T16:14:56.746Z"
    },
    {
      "key": "servingOffer:openrouter:moonshotai/kimi-k2.7-code",
      "value": {
        "api_id": "moonshotai/kimi-k2.7-code",
        "available": true,
        "context_band": null,
        "facts": [
          {
            "key": "displayName:openrouter",
            "observed_at": null,
            "value": "MoonshotAI: Kimi K2.7 Code"
          },
          {
            "key": "provider:openrouter",
            "observed_at": null,
            "value": "Moonshot"
          },
          {
            "key": "catalogueMetadata:openrouter",
            "observed_at": null,
            "value": {
              "canonical_slug": "moonshotai/kimi-k2.7-code-20260612",
              "default_parameters": {
                "frequency_penalty": null,
                "presence_penalty": null,
                "repetition_penalty": null,
                "temperature": null,
                "top_k": null,
                "top_p": null
              },
              "hugging_face_id": "moonshotai/Kimi-K2.7-Code",
              "knowledge_cutoff": null,
              "links": {
                "details": "/api/v1/models/moonshotai/kimi-k2.7-code-20260612/endpoints"
              },
              "per_request_limits": null,
              "reasoning": {
                "default_enabled": true,
                "mandatory": true
              },
              "supported_voices": null
            }
          },
          {
            "key": "inputModalities:openrouter",
            "observed_at": null,
            "value": [
              "image",
              "text"
            ]
          },
          {
            "key": "outputModalities:openrouter",
            "observed_at": null,
            "value": [
              "text"
            ]
          },
          {
            "key": "pricing:openrouter",
            "observed_at": null,
            "value": {
              "completion": "0.0000035",
              "input_cache_read": "0.00000016",
              "prompt": "0.0000006",
              "unit": "per_token"
            }
          },
          {
            "key": "availableOnOpenRouter:openrouter",
            "observed_at": null,
            "value": true
          },
          {
            "key": "contextWindow:openrouter",
            "observed_at": null,
            "value": 262144
          },
          {
            "key": "maxOutputTokens:openrouter",
            "observed_at": null,
            "value": 235929
          }
        ],
        "modality": null,
        "mode": "standard",
        "provider_id": "openrouter",
        "source": "openrouter",
        "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code"
      },
      "observed_at": "2026-11-13T12:52:37.083Z"
    },
    {
      "key": "servingOffer:vercel-gateway:moonshotai/kimi-k2.7-code",
      "value": {
        "api_id": "moonshotai/kimi-k2.7-code",
        "available": true,
        "context_band": null,
        "facts": [
          {
            "key": "displayName:vercel-gateway",
            "observed_at": null,
            "value": "Kimi K2.7 Code"
          },
          {
            "key": "provider:vercel-gateway",
            "observed_at": null,
            "value": "Moonshot"
          },
          {
            "key": "contextWindow:vercel-gateway",
            "observed_at": null,
            "value": 256000
          },
          {
            "key": "maxOutputTokens:vercel-gateway",
            "observed_at": null,
            "value": 32768
          },
          {
            "key": "inputModalities:vercel-gateway",
            "observed_at": null,
            "value": [
              "image",
              "pdf",
              "text",
              "video"
            ]
          },
          {
            "key": "outputModalities:vercel-gateway",
            "observed_at": null,
            "value": [
              "text"
            ]
          },
          {
            "key": "pricing:vercel-gateway",
            "observed_at": null,
            "value": {
              "fast": {
                "input": "0.0000019",
                "input_cache_read": "0.00000038",
                "output": "0.000008"
              },
              "input": "0.00000095",
              "input_cache_read": "0.00000019",
              "output": "0.000004",
              "unit": "per_token"
            }
          },
          {
            "key": "modelType:vercel-gateway",
            "observed_at": null,
            "value": "text"
          },
          {
            "key": "listedInProviderCatalogue:vercel-gateway",
            "observed_at": null,
            "value": true
          }
        ],
        "modality": null,
        "mode": "standard",
        "provider_id": "vercel-gateway",
        "source": "vercel-gateway",
        "url": null
      },
      "observed_at": "2026-11-12T16:16:16.088Z"
    },
    {
      "key": "modelReleaseDate",
      "value": "2026-06-12",
      "observed_at": "2026-11-14T16:05:47.472Z"
    },
    {
      "key": "canonicalModelId",
      "value": "moonshotai/kimi-k2.7-code",
      "observed_at": "2026-11-14T16:05:47.472Z"
    },
    {
      "key": "canonicalModelName",
      "value": "Kimi K2.7 Code",
      "observed_at": "2026-11-14T16:05:47.472Z"
    },
    {
      "key": "modelFirstSeenAt",
      "value": "2026-09-08T02:51:30.567Z",
      "observed_at": "2026-11-14T16:05:47.472Z"
    }
  ],
  "sources": [
    {
      "url": "https://platform.kimi.ai/docs/guide/kimi-k2-7-code-quickstart",
      "outlet": "Arena · leaderboards"
    },
    {
      "url": "https://openrouter.ai/moonshotai/kimi-k2.7-code",
      "outlet": "OpenRouter"
    },
    {
      "url": "https://models.dev/#umans-kimi-k2.7",
      "outlet": "models.dev · catalogue"
    },
    {
      "url": "https://models.dev/#kimi-k2p7-code",
      "outlet": "models.dev · catalogue"
    },
    {
      "url": "https://huggingface.co/moonshotai/Kimi-K2.7-Code",
      "outlet": "Hugging Face · inference providers"
    },
    {
      "url": "https://www.kimi.com/code/docs/en/kimi-code/whats-new.html",
      "outlet": "Kimi Code · changelog"
    },
    {
      "url": "https://models.dev/#Kimi-K2.7-Code",
      "outlet": "models.dev · catalogue"
    },
    {
      "url": "https://opencode.ai/data/moonshotai/kimi-k2-7-code",
      "outlet": "OpenCode · discovery"
    },
    {
      "url": "https://artificialanalysis.ai/models",
      "outlet": "Artificial Analysis · benchmarks"
    },
    {
      "url": "https://github.com/truefoundry/models/blob/main/providers/microsoft-foundry/Kimi-K2.7-Code.yaml",
      "outlet": "TrueFoundry · Azure catalogue"
    },
    {
      "url": "https://models.dev/#kimi-k2.7-code",
      "outlet": "models.dev · catalogue"
    },
    {
      "url": "https://models.dev/#databricks-kimi-k2-7-code",
      "outlet": "models.dev · catalogue"
    },
    {
      "url": "https://models.dev/#kimi-k2-7-code:free",
      "outlet": "models.dev · catalogue"
    },
    {
      "url": "https://models.dev/#kimi-k2.7-code-free",
      "outlet": "models.dev · catalogue"
    },
    {
      "url": "https://learn.microsoft.com/en-us/azure/foundry/concepts/model-lifecycle-retirement?view=azureml-api-2",
      "outlet": "Azure Foundry · lifecycle"
    },
    {
      "url": "https://models.dev/#kimi-k2-7-code",
      "outlet": "models.dev · catalogue"
    },
    {
      "url": "https://platform.kimi.ai/docs/models",
      "outlet": "Moonshot · model index"
    }
  ],
  "evidence": {
    "links": 17,
    "distinct_hosts": 9
  }
}