analysis/model_clusters.json

{
  "n_clusters": 3,
  "model_clusters": {
    "claude_sonnet_4_5": 2,
    "deepseek_v3_2": 1,
    "gemini_2_5_flash": 0,
    "glm_4_7": 1,
    "gpt_4_1": 1,
    "mistral_small_creative": 0,
    "qwen3_5_flash": 0
  },
  "clusters": [
    {
      "cluster_id": 0,
      "models": [
        "gemini_2_5_flash",
        "mistral_small_creative",
        "qwen3_5_flash"
      ],
      "n_models": 3,
      "top_dimensions": [
        [
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        ],
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          "S.1_consistency_over_time",
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        ],
        [
          "2.5_show_dont_tell",
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        ],
        [
          "S.4_adaptive_responsiveness",
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        ],
        [
          "S.3_narrative_momentum",
          4.2833
        ]
      ],
      "dimension_means": {
        "2.1_anti_purple_prose": 4.1,
        "2.2_anti_repetition": 3.6625,
        "2.5_show_dont_tell": 4.4167,
        "2.6_subtext": 4.2792,
        "2.7_pacing": 4.175,
        "S.1_consistency_over_time": 4.55,
        "S.2_degradation_resistance": 4.0417,
        "S.3_narrative_momentum": 4.2833,
        "S.4_adaptive_responsiveness": 4.3542,
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        "S.6_temporal_reasoning": 4.1833
      }
    },
    {
      "cluster_id": 1,
      "models": [
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        "glm_4_7",
        "gpt_4_1"
      ],
      "n_models": 3,
      "top_dimensions": [
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          "S.5_agency_respect_session",
          4.8667
        ],
        [
          "S.1_consistency_over_time",
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        ],
        [
          "2.5_show_dont_tell",
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        ],
        [
          "S.3_narrative_momentum",
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        ],
        [
          "S.4_adaptive_responsiveness",
          4.3125
        ]
      ],
      "dimension_means": {
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        "2.2_anti_repetition": 3.9583,
        "2.5_show_dont_tell": 4.5083,
        "2.6_subtext": 4.2375,
        "2.7_pacing": 4.2417,
        "S.1_consistency_over_time": 4.5875,
        "S.2_degradation_resistance": 4.1667,
        "S.3_narrative_momentum": 4.4542,
        "S.4_adaptive_responsiveness": 4.3125,
        "S.5_agency_respect_session": 4.8667,
        "S.6_temporal_reasoning": 4.2667
      }
    },
    {
      "cluster_id": 2,
      "models": [
        "claude_sonnet_4_5"
      ],
      "n_models": 1,
      "top_dimensions": [
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          "S.5_agency_respect_session",
          4.7625
        ],
        [
          "S.1_consistency_over_time",
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        ],
        [
          "S.3_narrative_momentum",
          4.575
        ],
        [
          "2.5_show_dont_tell",
          4.55
        ],
        [
          "2.6_subtext",
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        ]
      ],
      "dimension_means": {
        "2.1_anti_purple_prose": 4.35,
        "2.2_anti_repetition": 4.0375,
        "2.5_show_dont_tell": 4.55,
        "2.6_subtext": 4.45,
        "2.7_pacing": 4.4125,
        "S.1_consistency_over_time": 4.6875,
        "S.2_degradation_resistance": 4.4125,
        "S.3_narrative_momentum": 4.575,
        "S.4_adaptive_responsiveness": 4.375,
        "S.5_agency_respect_session": 4.7625,
        "S.6_temporal_reasoning": 4.3625
      }
    }
  ]
}