{
  "generated_at": "2026-07-15T07:18:26+00:00",
  "method": "transparent_rule_v1",
  "disclaimer": "These are mechanical data views, not TANDIU-run evaluations or procurement advice.",
  "lists": {
    "highest_published_intelligence": [
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        "name": "GPT-5.6",
        "vendor": "OpenAI",
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        "context_k_tokens": 1050,
        "intelligence_index": 59.0,
        "source_model": "GPT-5.6 Sol (max)"
      },
      {
        "id": "claude-opus-4-8",
        "name": "Claude Opus 4.8",
        "vendor": "Anthropic",
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        "context_k_tokens": 1000,
        "intelligence_index": 56.0,
        "source_model": "Claude Opus 4.8 (max)"
      },
      {
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        "name": "Grok 4.5",
        "vendor": "xAI",
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        "context_k_tokens": 500,
        "intelligence_index": 54.0,
        "source_model": "Grok 4.5 (high)"
      },
      {
        "id": "gemini/gemini-3.1-pro-preview",
        "name": "Gemini 3.1 Pro",
        "vendor": "Google",
        "blended_price": 4.5,
        "context_k_tokens": 1049,
        "intelligence_index": 46.0,
        "source_model": "Gemini 3.1 Pro Preview"
      },
      {
        "id": "moonshot/kimi-k2.6",
        "name": "Kimi K2.6",
        "vendor": "月之暗面",
        "blended_price": 1.7125,
        "context_k_tokens": 262,
        "intelligence_index": 44.0,
        "source_model": "Kimi K2.6"
      }
    ],
    "published_intelligence_per_blended_price": [
      {
        "id": "deepseek-v4-flash",
        "name": "DeepSeek V4 Flash",
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        "context_k_tokens": 1000,
        "intelligence_index": 29.0,
        "source_model": "DeepSeek V4 Flash"
      },
      {
        "id": "minimax/MiniMax-M3",
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        "vendor": "MiniMax",
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        "intelligence_index": 44.0,
        "source_model": "MiniMax-M3"
      },
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        "intelligence_index": 31.0,
        "source_model": "DeepSeek V4 Pro"
      },
      {
        "id": "moonshot/kimi-k2.6",
        "name": "Kimi K2.6",
        "vendor": "月之暗面",
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        "source_model": "Kimi K2.6"
      },
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        "id": "zai/glm-5",
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        "intelligence_index": 38.0,
        "source_model": "GLM-5-Turbo"
      }
    ],
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        "id": "manual/hunyuan-a13b",
        "name": "混元 A13B",
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        "context_k_tokens": 256,
        "intelligence_index": null,
        "source_model": null
      },
      {
        "id": "deepseek-v4-flash",
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        "context_k_tokens": 1000,
        "intelligence_index": 29.0,
        "source_model": "DeepSeek V4 Flash"
      },
      {
        "id": "manual/doubao-seed-2-0-lite",
        "name": "Doubao Seed 2.0 Lite",
        "vendor": "字节/豆包",
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        "context_k_tokens": 256,
        "intelligence_index": null,
        "source_model": null
      },
      {
        "id": "xai/grok-4-1-fast",
        "name": "Grok 4.1 Fast",
        "vendor": "xAI",
        "blended_price": 0.275,
        "context_k_tokens": 2000,
        "intelligence_index": null,
        "source_model": null
      },
      {
        "id": "novita/baidu/ernie-4.5-300b-a47b-paddle",
        "name": "ERNIE 4.5 300B",
        "vendor": "百度",
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        "context_k_tokens": 123,
        "intelligence_index": 9.0,
        "source_model": "ERNIE 4.5 300B A47B"
      }
    ],
    "largest_context_window": [
      {
        "id": "xai/grok-4-1-fast",
        "name": "Grok 4.1 Fast",
        "vendor": "xAI",
        "blended_price": 0.275,
        "context_k_tokens": 2000,
        "intelligence_index": null,
        "source_model": null
      },
      {
        "id": "gpt-5.6",
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        "vendor": "OpenAI",
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        "context_k_tokens": 1050,
        "intelligence_index": 59.0,
        "source_model": "GPT-5.6 Sol (max)"
      },
      {
        "id": "gpt-5.4-pro",
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        "context_k_tokens": 1050,
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        "source_model": null
      },
      {
        "id": "gpt-5.4-mini",
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        "vendor": "OpenAI",
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        "context_k_tokens": 1050,
        "intelligence_index": 17.0,
        "source_model": "GPT-5.4 mini"
      },
      {
        "id": "gemini/gemini-3.1-pro-preview",
        "name": "Gemini 3.1 Pro",
        "vendor": "Google",
        "blended_price": 4.5,
        "context_k_tokens": 1049,
        "intelligence_index": 46.0,
        "source_model": "Gemini 3.1 Pro Preview"
      }
    ]
  }
}