{
  "id": "deepseek-ai/DeepSeek-R1",
  "language": "zh-Hant",
  "url": "https://alexgetman.com/zh-Hant/models/deepseek/deepseek-r1/",
  "name": "DeepSeek R1",
  "model_identity": {
    "id": "deepseek-ai/DeepSeek-R1",
    "name": "DeepSeek R1",
    "maker": {
      "id": "deepseek",
      "name": "DeepSeek"
    },
    "version": "1",
    "checkpoint": null,
    "first_seen_at": "2026-10-07T19:40:57.518Z"
  },
  "catalogue_section": "main",
  "stage": "released",
  "expectation": {
    "state": "released",
    "last_evidence_at": "2026-10-07T19:40:57.518Z",
    "related_model_id": null,
    "evidence": [],
    "claims": [
      {
        "reference": "code:github:openai/openai-agents-python:models:deepseek-r1:Test:1c1012260c45356be762e0a757205efc99987c51fd1a7da1e8f1a7a619430c63",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:deepseek:pulls:NVIDIA/TensorRT-LLM:pull:20229:deepseek-r1",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:deepseek:pulls:NVIDIA/TensorRT-LLM:pull:22139:deepseek-r1",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:deepseek:pulls:ROCm/aiter:pull:6234:deepseek-r1",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:deepseek:pulls:anomalyco/models.dev:pull:13568:deepseek-r1",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:deepseek:pulls:overnightworks/speech:pull:354:deepseek-r1",
        "outcome": "unresolved"
      },
      {
        "reference": "record:github-search:deepseek:commits:warejohn4366/war:commit:190f9649388346129f29790e242affbec2dfbef0:deepseek-r1",
        "outcome": "unresolved"
      }
    ]
  },
  "watch_presentation": {
    "placement": "expected",
    "family": null
  },
  "observations": [],
  "timeline": [
    {
      "reference": "code:github:openai/openai-agents-python:models:deepseek-r1:Test:1c1012260c45356be762e0a757205efc99987c51fd1a7da1e8f1a7a619430c63",
      "kind": "catalogue_listed",
      "at": "2026-11-10T17:59:50.472Z",
      "historical": false,
      "code_usage": "test",
      "source": "github:openai/openai-agents-python:models",
      "source_label": "GitHub · openai/openai-agents-python · code",
      "url": "https://github.com/openai/openai-agents-python/blob/64fbde5d02b42ae5f9db668eb0184cdb3fc9d775/tests/models/test_openai_chatcompletions_stream.py",
      "quote": "         object=\"chat.completion.chunk\",\n            choices=[Choice(index=0, delta=delta)],\n        )\n        for delta in [*reasoning_deltas, ChoiceDelta(content=\"answer\")]\n    ]\n\n    events = await _collect_handler_events(*chunks, model=\"deepseek-r1\")\n    completed_event = next(event for event in events if event.type == \"response.completed\")\n    reasoning_item = completed_event.response.output[0]\n    assert isinstance(reasoning_item, ResponseReasoningItem)\n    assert reasoning_item.summary[0].text == \"summary\"\n    assert reasoning_item.content\n    assert [part.text for part in reasoning_item.content] == [\"raw\"]\n    assert \"_chat_completions_reasoning_field\" not in cast(Any, reasoning_item).provider_data\n\n    replayed_messages = Converter.items_to_messages(\n        [item.model_dump() for item in completed_event.response.output],\n        model=\"deepseek-r1\",\n    )\n    assert len",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:deepseek:pulls:NVIDIA/TensorRT-LLM:pull:20229:deepseek-r1",
      "kind": "editorial_mention",
      "at": "2026-11-13T18:47:56.425Z",
      "event_at": {
        "precision": "time",
        "value": "2026-10-13T14:36:55Z"
      },
      "historical": true,
      "report_intent": "incidental",
      "source": "github-search:deepseek:pulls",
      "source_label": "GitHub search · DeepSeek · pulls · NVIDIA/TensorRT-LLM · @farazkh80",
      "url": "https://github.com/NVIDIA/TensorRT-LLM/pull/20229",
      "quote": "with all of its KV remote and MLA (DeepSeek-R1 shape) 1.43x, which is why allocation and placement keep pages local. Partitioned attention rejects FlashMLA, beam",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:deepseek:pulls:NVIDIA/TensorRT-LLM:pull:22139:deepseek-r1",
      "kind": "editorial_mention",
      "at": "2026-11-13T18:47:56.425Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-11T22:11:55Z"
      },
      "historical": false,
      "report_intent": "unresolved",
      "source": "github-search:deepseek:pulls",
      "source_label": "GitHub search · DeepSeek · pulls · NVIDIA/TensorRT-LLM · @moraxu",
      "url": "https://github.com/NVIDIA/TensorRT-LLM/pull/22139",
      "quote": null,
      "co_mentions": []
    },
    {
      "reference": "record:github-search:deepseek:pulls:ROCm/aiter:pull:6234:deepseek-r1",
      "kind": "editorial_mention",
      "at": "2026-11-13T18:47:56.425Z",
      "event_at": {
        "precision": "time",
        "value": "2026-10-07T20:58:27Z"
      },
      "historical": true,
      "report_intent": "incidental",
      "source": "github-search:deepseek:pulls",
      "source_label": "GitHub search · DeepSeek · pulls · ROCm/aiter · @karverma-amd",
      "url": "https://github.com/ROCm/aiter/pull/6234",
      "quote": "Tuned configs for DeepSeek-R1 MLA-absorb bmms (B=128). Previously fell back to DEFAULT (untuned): 5.5x slower at decode M~1536 . Lets the BF16 MLA-absorb path run",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:deepseek:pulls:anomalyco/models.dev:pull:13568:deepseek-r1",
      "kind": "editorial_mention",
      "at": "2026-11-13T18:47:56.425Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T12:29:11Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:deepseek:pulls",
      "source_label": "GitHub search · DeepSeek · pulls · anomalyco/models.dev · @models-dev-automation[bot]",
      "url": "https://github.com/anomalyco/models.dev/pull/13568",
      "quote": "Instruct-Turbo`, `openai/gpt-oss-120b-Turbo`, `google/gemma-4-31B-it-Ultra`, `mattshumer/Reflection-Llama-3.1-70B`, `NovaSky-AI/Sky-T1-32B-Preview`, `deepseek-ai/DeepSeek-R1`, `Qwen/Qwen2-7B-Instruct`, `Qwen/QwQ-32B`, `google/gemma-2-9b-it`, `google/gemma-4-31B-it-turbo`, `Qwen/Qwen3.5-0.8B`, `deepseek-ai/DeepSeek-V3-0324-Turbo`, `openbmb/MiniCPM-Llama3-V-2_5`, `microsoft/phi-4`, `inclusionAI/Ling-3.0-flash-VL`, `Qwen/Qwen3-VL-30B-A3B-Thinking`, `MiniMaxAI/MiniMax-M2.7-Turbo`, `deepseek-ai",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:deepseek:pulls:overnightworks/speech:pull:354:deepseek-r1",
      "kind": "editorial_mention",
      "at": "2026-11-13T18:47:56.425Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T18:11:22Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:deepseek:pulls",
      "source_label": "GitHub search · DeepSeek · pulls · overnightworks/speech · @dependabot[bot]",
      "url": "https://github.com/overnightworks/speech/pull/354",
      "quote": "XTX, <a href=\"https://redirect.github.com/vllm-project/vllm/issues/59774\">#59774</a>); and gfx1250 enablement for gpt-oss-120b, DeepSeek-R1, DeepSeek-V4-Flash and MiniMax-M3 (<a href=\"https://redirect.github.com/vllm-project/vllm/issues/58800\">#58800</a>).</li>",
      "co_mentions": []
    },
    {
      "reference": "record:github-search:deepseek:commits:warejohn4366/war:commit:190f9649388346129f29790e242affbec2dfbef0:deepseek-r1",
      "kind": "editorial_mention",
      "at": "2026-11-13T18:48:53.232Z",
      "event_at": {
        "precision": "time",
        "value": "2026-11-13T18:06:00Z"
      },
      "historical": false,
      "report_intent": "incidental",
      "source": "github-search:deepseek:commits",
      "source_label": "GitHub search · DeepSeek · commits · warejohn4366/war · @warejohn4366",
      "url": "https://github.com/warejohn4366/war/commit/190f9649388346129f29790e242affbec2dfbef0",
      "quote": "随着AI发展，企业和开发者希望快速应用AI模型。本文介绍在阿里云PAI Model Gallery上零代码一键部署DeepSeek-V3和DeepSeek-R1模型的方法，包括准备工作、部署步骤、调用方式等。这种方式简化流程、提高效率、降低成本，助力AI能力落地。",
      "co_mentions": []
    }
  ],
  "offers": [
    {
      "id": "[\"huggingface-router\",\"deepseek-ai/DeepSeek-R1\",\"standard\",null]",
      "model_id": "deepseek-ai/DeepSeek-R1",
      "provider_id": "huggingface-router",
      "api_id": "deepseek-ai/DeepSeek-R1",
      "mode": "standard",
      "context_band": null,
      "available": true,
      "prices": {
        "currency": "USD",
        "unit": "per_million_tokens",
        "input": null,
        "output": null,
        "cached_input": null
      },
      "characteristics": {
        "display_name": "DeepSeek R1",
        "provider": "DeepSeek",
        "release_date": null,
        "model_release_date": null,
        "release_scope": null,
        "release_precision": null,
        "reviewed_claim": null,
        "context": 64000,
        "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/deepseek-ai/DeepSeek-R1",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"huggingface-router\",\"deepseek-ai/DeepSeek-R1\",\"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/deepseek-ai/DeepSeek-R1",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"huggingface-router\",\"deepseek-ai/DeepSeek-R1\",\"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/deepseek-ai/DeepSeek-R1",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"huggingface-router\",\"deepseek-ai/DeepSeek-R1\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:14:56.746Z"
              }
            ]
          }
        }
      },
      "evidence": [
        {
          "source": "huggingface-router",
          "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1",
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"huggingface-router\",\"deepseek-ai/DeepSeek-R1\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:14:56.746Z"
        }
      ]
    },
    {
      "id": "[\"vertex\",\"deepseek-ai/deepseek-r1\",\"standard\",null]",
      "model_id": "deepseek-ai/DeepSeek-R1",
      "provider_id": "vertex",
      "api_id": "deepseek-ai/deepseek-r1",
      "mode": "standard",
      "context_band": null,
      "available": true,
      "prices": {
        "currency": "USD",
        "unit": "per_million_tokens",
        "input": null,
        "output": null,
        "cached_input": null
      },
      "characteristics": {
        "display_name": "DeepSeek R1",
        "provider": "DeepSeek",
        "release_date": null,
        "model_release_date": null,
        "release_scope": null,
        "release_precision": null,
        "reviewed_claim": null,
        "context": null,
        "max_output": null,
        "inputs": [],
        "outputs": [],
        "open_weights": null,
        "observed_at": "2026-11-12T16:16:12.471Z",
        "output_kind": "unknown",
        "origins": {
          "display_name": {
            "key": "displayName:vertex-model-garden",
            "observed_at": "2026-11-12T16:16:12.471Z",
            "story_updated_at": "2026-11-12T16:16:12.471Z",
            "evidence": [
              {
                "source": "vertex-model-garden",
                "url": "https://console.cloud.google.com/vertex-ai/publishers/deepseek-ai/model-garden/deepseek-r1",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"vertex\",\"deepseek-ai/deepseek-r1\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:16:12.471Z"
              }
            ]
          },
          "provider": {
            "key": "provider:vertex-model-garden",
            "observed_at": "2026-11-12T16:16:12.471Z",
            "story_updated_at": "2026-11-12T16:16:12.471Z",
            "evidence": [
              {
                "source": "vertex-model-garden",
                "url": "https://console.cloud.google.com/vertex-ai/publishers/deepseek-ai/model-garden/deepseek-r1",
                "authority": "third_party",
                "scope": {
                  "kind": "offer",
                  "id": "[\"vertex\",\"deepseek-ai/deepseek-r1\",\"standard\",null]"
                },
                "detected_at": null,
                "checked_at": "2026-11-12T16:16:12.471Z"
              }
            ]
          }
        }
      },
      "evidence": [
        {
          "source": "vertex-model-garden",
          "url": "https://console.cloud.google.com/vertex-ai/publishers/deepseek-ai/model-garden/deepseek-r1",
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"vertex\",\"deepseek-ai/deepseek-r1\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:16:12.471Z"
        }
      ]
    }
  ],
  "dates": [
    {
      "kind": "model_release",
      "scope": {
        "kind": "model",
        "id": "deepseek-ai/DeepSeek-R1"
      },
      "at": {
        "precision": "day",
        "value": "2025-01-20"
      },
      "release_scope": null,
      "selected": true,
      "evidence": [
        {
          "source": "review",
          "url": "https://api-docs.deepseek.com/news/news250120/",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "deepseek-ai/DeepSeek-R1"
          },
          "detected_at": null,
          "checked_at": "2026-10-31T21:03:15.319354Z"
        }
      ]
    },
    {
      "kind": "api_availability",
      "scope": {
        "kind": "offer",
        "id": "[\"huggingface-router\",\"deepseek-ai/DeepSeek-R1\",\"standard\",null]"
      },
      "at": null,
      "release_scope": null,
      "selected": false,
      "evidence": [
        {
          "source": "huggingface-router",
          "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1",
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"huggingface-router\",\"deepseek-ai/DeepSeek-R1\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:14:56.746Z"
        }
      ]
    },
    {
      "kind": "api_availability",
      "scope": {
        "kind": "offer",
        "id": "[\"vertex\",\"deepseek-ai/deepseek-r1\",\"standard\",null]"
      },
      "at": null,
      "release_scope": null,
      "selected": false,
      "evidence": [
        {
          "source": "vertex-model-garden",
          "url": "https://console.cloud.google.com/vertex-ai/publishers/deepseek-ai/model-garden/deepseek-r1",
          "authority": "third_party",
          "scope": {
            "kind": "offer",
            "id": "[\"vertex\",\"deepseek-ai/deepseek-r1\",\"standard\",null]"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:16:12.471Z"
        }
      ]
    },
    {
      "kind": "weights_release",
      "scope": {
        "kind": "model",
        "id": "deepseek-ai/DeepSeek-R1"
      },
      "at": {
        "precision": "day",
        "value": "2025-01-20"
      },
      "release_scope": "weights_repository_revision",
      "selected": true,
      "evidence": [
        {
          "source": "hf-author-artifacts:deepseek-ai",
          "url": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1/paths-info/56d4cbbb4d29f4355bab4b9a39ccb717a14ad5ad",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "deepseek-ai/DeepSeek-R1"
          },
          "detected_at": "2026-11-14T11:10:27.620Z",
          "checked_at": "2026-11-14T11:10:27.620Z"
        }
      ]
    },
    {
      "kind": "model_release",
      "scope": {
        "kind": "model",
        "id": "deepseek-r1"
      },
      "at": {
        "precision": "day",
        "value": "2025-01-20"
      },
      "release_scope": "historical_model_release",
      "selected": true,
      "evidence": [
        {
          "source": "review",
          "url": "https://api-docs.deepseek.com/news/news250120/",
          "authority": "primary",
          "scope": {
            "kind": "model",
            "id": "deepseek-r1"
          },
          "detected_at": null,
          "checked_at": "2026-10-31T21:03:15.319354Z"
        }
      ]
    },
    {
      "kind": "model_release",
      "scope": {
        "kind": "model",
        "id": "deepseek-r1"
      },
      "at": {
        "precision": "day",
        "value": "2025-01-20"
      },
      "release_scope": null,
      "selected": false,
      "evidence": [
        {
          "source": "models-dev",
          "url": null,
          "authority": "third_party",
          "scope": {
            "kind": "model",
            "id": "deepseek-r1"
          },
          "detected_at": null,
          "checked_at": "2026-11-12T16:13:02.548Z"
        }
      ]
    }
  ],
  "vendor": "DeepSeek",
  "summary": "DeepSeek R1 是 DeepSeek 的 AI 模型，權重開放，於 2025-01-20 發布。 上下文視窗為64,000 token。",
  "editorial_guide": null,
  "first_seen_at": "2026-10-07T19:40:57.518Z",
  "first_reported_at": "2026-10-07T20:58:27.000Z",
  "detection": {
    "at": "2026-10-07T19:40:57.518Z",
    "kind": "catalogue_listing",
    "evidence": [
      {
        "source": "huggingface-router",
        "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1",
        "authority": "third_party",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": "2026-10-07T19:40:57.518Z",
        "checked_at": null
      }
    ]
  },
  "days_early": null,
  "released_at": "2025-01-20T00:00:00.000Z",
  "updated_at": "2026-11-14T11:11:35.934Z",
  "forge_facts": [
    {
      "key": "access:hf-author-artifacts:deepseek-ai",
      "value": "public",
      "observed_at": "2026-11-12T10:27:20.048Z"
    },
    {
      "key": "access:huggingface:deepseek-ai",
      "value": "public",
      "observed_at": "2026-11-12T15:03:28.460Z"
    },
    {
      "key": "contextWindow",
      "value": 64000,
      "observed_at": "2026-11-12T16:14:56.746Z"
    },
    {
      "key": "library",
      "value": "transformers",
      "observed_at": "2026-11-12T15:03:28.460Z"
    },
    {
      "key": "listedInProviderCatalogue:huggingface-router",
      "value": true,
      "observed_at": "2026-11-12T16:14:56.746Z"
    },
    {
      "key": "listedInProviderCatalogue:vertex-model-garden",
      "value": true,
      "observed_at": "2026-11-12T16:16:12.471Z"
    },
    {
      "key": "openWeights:hf-author-artifacts:deepseek-ai",
      "value": true,
      "observed_at": "2026-11-12T10:27:20.048Z"
    },
    {
      "key": "openWeights:huggingface:deepseek-ai",
      "value": true,
      "observed_at": "2026-11-12T15:03:28.460Z"
    },
    {
      "key": "reviewedProvenance:displayName",
      "value": {
        "checkedAt": "2026-10-31T21:03:15.319354+00:00",
        "url": "https://api-docs.deepseek.com/news/news250120/"
      },
      "observed_at": "2026-10-31T21:03:15.319Z"
    },
    {
      "key": "reviewedProvenance:provider",
      "value": {
        "checkedAt": "2026-10-31T21:03:15.319354+00:00",
        "url": "https://api-docs.deepseek.com/news/news250120/"
      },
      "observed_at": "2026-10-31T21:03:15.319Z"
    },
    {
      "key": "reviewedProvenance:releaseDate",
      "value": {
        "checkedAt": "2026-10-31T21:03:15.319354+00:00",
        "url": "https://api-docs.deepseek.com/news/news250120/"
      },
      "observed_at": "2026-10-31T21:03:15.319Z"
    },
    {
      "key": "servingOffer:huggingface-router:deepseek-ai/DeepSeek-R1",
      "value": {
        "api_id": "deepseek-ai/DeepSeek-R1",
        "available": true,
        "context_band": null,
        "facts": [
          {
            "key": "displayName:huggingface-router",
            "observed_at": null,
            "value": "DeepSeek R1"
          },
          {
            "key": "provider:huggingface-router",
            "observed_at": null,
            "value": "DeepSeek"
          },
          {
            "key": "contextWindow:huggingface-router",
            "observed_at": null,
            "value": 64000
          },
          {
            "key": "listedInProviderCatalogue:huggingface-router",
            "observed_at": null,
            "value": true
          }
        ],
        "modality": null,
        "mode": "standard",
        "provider_id": "huggingface-router",
        "source": "huggingface-router",
        "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1"
      },
      "observed_at": "2026-11-12T16:14:56.746Z"
    },
    {
      "key": "servingOffer:vertex-model-garden:deepseek-ai/deepseek-r1",
      "value": {
        "api_id": "deepseek-ai/deepseek-r1",
        "available": true,
        "context_band": null,
        "facts": [
          {
            "key": "displayName:vertex-model-garden",
            "observed_at": null,
            "value": "DeepSeek R1"
          },
          {
            "key": "provider:vertex-model-garden",
            "observed_at": null,
            "value": "DeepSeek"
          },
          {
            "key": "listedInProviderCatalogue:vertex-model-garden",
            "observed_at": null,
            "value": true
          }
        ],
        "modality": null,
        "mode": "standard",
        "provider_id": "vertex",
        "source": "vertex-model-garden",
        "url": "https://console.cloud.google.com/vertex-ai/publishers/deepseek-ai/model-garden/deepseek-r1"
      },
      "observed_at": "2026-11-12T16:16:12.471Z"
    },
    {
      "key": "displayName",
      "value": "DeepSeek R1",
      "observed_at": "2026-10-31T21:03:15.319354+00:00"
    },
    {
      "key": "provider",
      "value": "DeepSeek",
      "observed_at": "2026-10-31T21:03:15.319354+00:00"
    },
    {
      "key": "releaseDate",
      "value": "2025-01-20",
      "observed_at": "2026-10-31T21:03:15.319354+00:00"
    },
    {
      "key": "modelReleaseDate",
      "value": "2025-01-20",
      "observed_at": "2026-10-31T21:03:15.319354+00:00"
    },
    {
      "key": "watchFocus",
      "value": {
        "category": "unknown",
        "home_eligible": false,
        "basis": "source_purpose"
      },
      "observed_at": null
    }
  ],
  "provenance": {
    "access:hf-author-artifacts:deepseek-ai": [
      {
        "source": "hf-author-artifacts:deepseek-ai",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T10:27:20.048Z"
      }
    ],
    "access:huggingface:deepseek-ai": [
      {
        "source": "huggingface:deepseek-ai",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T15:03:28.460Z"
      }
    ],
    "contextWindow": [
      {
        "source": "huggingface-router",
        "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1",
        "authority": "third_party",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T16:14:56.746Z"
      }
    ],
    "displayName": [
      {
        "source": "review",
        "url": "https://api-docs.deepseek.com/news/news250120/",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319354Z"
      }
    ],
    "identityAlias:deepseek-r1": [
      {
        "source": "review",
        "url": "https://api-docs.deepseek.com/news/news250120/",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319354Z"
      }
    ],
    "identityAlias:deepseek/deepseek-r1": [
      {
        "source": "review",
        "url": "https://api-docs.deepseek.com/news/news250120/",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319354Z"
      }
    ],
    "library": [
      {
        "source": "huggingface:deepseek-ai",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T15:03:28.460Z"
      }
    ],
    "listedInProviderCatalogue:huggingface-router": [
      {
        "source": "huggingface-router",
        "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1",
        "authority": "third_party",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T16:14:56.746Z"
      }
    ],
    "listedInProviderCatalogue:vertex-model-garden": [
      {
        "source": "vertex-model-garden",
        "url": "https://console.cloud.google.com/vertex-ai/publishers/deepseek-ai/model-garden/deepseek-r1",
        "authority": "third_party",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T16:16:12.471Z"
      }
    ],
    "modelReleaseDate": [
      {
        "source": "review",
        "url": "https://api-docs.deepseek.com/news/news250120/",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319354Z"
      }
    ],
    "openWeights:hf-author-artifacts:deepseek-ai": [
      {
        "source": "hf-author-artifacts:deepseek-ai",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T10:27:20.048Z"
      }
    ],
    "openWeights:huggingface:deepseek-ai": [
      {
        "source": "huggingface:deepseek-ai",
        "url": null,
        "authority": "vendor_owned",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T15:03:28.460Z"
      }
    ],
    "provider": [
      {
        "source": "review",
        "url": "https://api-docs.deepseek.com/news/news250120/",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319354Z"
      }
    ],
    "releaseDate": [
      {
        "source": "review",
        "url": "https://api-docs.deepseek.com/news/news250120/",
        "authority": "primary",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319354Z"
      }
    ],
    "reviewedProvenance:displayName": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319Z"
      }
    ],
    "reviewedProvenance:provider": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319Z"
      }
    ],
    "reviewedProvenance:releaseDate": [
      {
        "source": "reviewed-claims",
        "url": null,
        "authority": "unknown",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-10-31T21:03:15.319Z"
      }
    ],
    "servingOffer:huggingface-router:deepseek-ai/DeepSeek-R1": [
      {
        "source": "huggingface-router",
        "url": null,
        "authority": "third_party",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T16:14:56.746Z"
      }
    ],
    "servingOffer:vertex-model-garden:deepseek-ai/deepseek-r1": [
      {
        "source": "vertex-model-garden",
        "url": null,
        "authority": "third_party",
        "scope": {
          "kind": "model",
          "id": "deepseek-ai/DeepSeek-R1"
        },
        "detected_at": null,
        "checked_at": "2026-11-12T16:16:12.471Z"
      }
    ],
    "watchFocus": []
  },
  "sources": [
    {
      "url": "https://api-docs.deepseek.com/news/news250120",
      "source": "Arena · leaderboards"
    },
    {
      "url": "https://api-docs.deepseek.com/news/news250120/",
      "source": "review"
    },
    {
      "url": "https://artificialanalysis.ai/models",
      "source": "Artificial Analysis · benchmarks"
    },
    {
      "url": "https://console.cloud.google.com/vertex-ai/publishers/deepseek-ai/model-garden/deepseek-r1",
      "source": "vertex-model-garden"
    },
    {
      "url": "https://docs.aws.amazon.com/en_en/bedrock/latest/userguide/model-lifecycle-legacy.html",
      "source": "AWS Bedrock · lifecycle"
    },
    {
      "url": "https://github.com/NVIDIA/TensorRT-LLM/pull/20229",
      "source": "GitHub search · DeepSeek · pulls · NVIDIA/TensorRT-LLM · @farazkh80"
    },
    {
      "url": "https://github.com/NVIDIA/TensorRT-LLM/pull/22139",
      "source": "GitHub search · DeepSeek · pulls · NVIDIA/TensorRT-LLM · @moraxu"
    },
    {
      "url": "https://github.com/ROCm/aiter/pull/6234",
      "source": "GitHub search · DeepSeek · pulls · ROCm/aiter · @karverma-amd"
    },
    {
      "url": "https://github.com/anomalyco/models.dev/pull/13568",
      "source": "GitHub search · DeepSeek · pulls · anomalyco/models.dev · @models-dev-automation[bot]"
    },
    {
      "url": "https://github.com/openai/openai-agents-python/blob/64fbde5d02b42ae5f9db668eb0184cdb3fc9d775/tests/models/test_openai_chatcompletions_stream.py",
      "source": "GitHub · openai/openai-agents-python · code"
    },
    {
      "url": "https://github.com/overnightworks/speech/pull/354",
      "source": "GitHub search · DeepSeek · pulls · overnightworks/speech · @dependabot[bot]"
    },
    {
      "url": "https://github.com/warejohn4366/war/commit/190f9649388346129f29790e242affbec2dfbef0",
      "source": "GitHub search · DeepSeek · commits · warejohn4366/war · @warejohn4366"
    },
    {
      "url": "https://huggingface.co/api/models/deepseek-ai/DeepSeek-R1/paths-info/56d4cbbb4d29f4355bab4b9a39ccb717a14ad5ad",
      "source": "hf-author-artifacts:deepseek-ai"
    },
    {
      "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1",
      "source": "huggingface-router"
    },
    {
      "url": "https://models.dev/#deepseek-r1",
      "source": "models.dev · catalogue"
    },
    {
      "url": "https://opencode.ai/data/deepseek/deepseek-r1",
      "source": "OpenCode · discovery"
    },
    {
      "url": "https://openrouter.ai/deepseek/deepseek-r1",
      "source": "OpenRouter"
    },
    {
      "url": "https://openrouter.ai/rankings",
      "source": "OpenRouter · usage"
    }
  ],
  "facts": {
    "context_window": 64000,
    "max_output_tokens": null,
    "input_modalities": [],
    "output_modalities": [],
    "open_weights": true,
    "usd_per_million": {
      "input": null,
      "output": null,
      "cached_input": null
    },
    "prices": {
      "currency": "USD",
      "unit": "per_million_tokens",
      "input": null,
      "output": null,
      "cached_input": null
    },
    "observed_at": "2026-11-12T16:14:56.746Z",
    "output_kind": "unknown",
    "provenance": {
      "context": {
        "key": "contextWindow",
        "observed_at": "2026-11-12T16:14:56.746Z",
        "story_updated_at": "2026-11-12T16:16:12.471Z",
        "evidence": [
          {
            "source": "huggingface-router",
            "url": "https://huggingface.co/deepseek-ai/DeepSeek-R1",
            "authority": "third_party",
            "scope": {
              "kind": "model",
              "id": "deepseek-ai/DeepSeek-R1"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T16:14:56.746Z"
          }
        ]
      },
      "display_name": {
        "key": "displayName",
        "observed_at": "2026-10-31T21:03:15.319Z",
        "story_updated_at": "2026-11-12T16:16:12.471Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://api-docs.deepseek.com/news/news250120/",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "deepseek-ai/DeepSeek-R1"
            },
            "detected_at": null,
            "checked_at": "2026-10-31T21:03:15.319354Z"
          }
        ]
      },
      "open_weights": {
        "key": "openWeights:hf-author-artifacts:deepseek-ai",
        "observed_at": "2026-11-12T10:27:20.048Z",
        "story_updated_at": "2026-11-12T16:16:12.471Z",
        "evidence": [
          {
            "source": "hf-author-artifacts:deepseek-ai",
            "url": null,
            "authority": "vendor_owned",
            "scope": {
              "kind": "model",
              "id": "deepseek-ai/DeepSeek-R1"
            },
            "detected_at": null,
            "checked_at": "2026-11-12T10:27:20.048Z"
          }
        ]
      },
      "provider": {
        "key": "provider",
        "observed_at": "2026-10-31T21:03:15.319Z",
        "story_updated_at": "2026-11-12T16:16:12.471Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://api-docs.deepseek.com/news/news250120/",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "deepseek-ai/DeepSeek-R1"
            },
            "detected_at": null,
            "checked_at": "2026-10-31T21:03:15.319354Z"
          }
        ]
      },
      "release_date": {
        "key": "releaseDate",
        "observed_at": "2026-10-31T21:03:15.319Z",
        "story_updated_at": "2026-11-12T16:16:12.471Z",
        "evidence": [
          {
            "source": "review",
            "url": "https://api-docs.deepseek.com/news/news250120/",
            "authority": "primary",
            "scope": {
              "kind": "model",
              "id": "deepseek-ai/DeepSeek-R1"
            },
            "detected_at": null,
            "checked_at": "2026-10-31T21:03:15.319354Z"
          }
        ]
      }
    }
  },
  "signals": [
    {
      "title": "DeepSeek R1: 目錄記錄",
      "url": "https://alexgetman.com/zh-Hant/signals/2026/09/11/deepseek-r1/"
    }
  ]
}