{
  "evaluation_id": "EVAL-20260403-151843",
  "question_id": "SLM-001",
  "question_text": "Summarize this 500-word passage in exactly 50 words while retaining all key claims: [Passage about climate change policy]. This tests whether small models can do precise length-constrained summarization.",
  "category": "code",
  "timestamp": "2026-04-03T15:18:43.696Z",
  "display_date": "Apr 03, 2026",
  "winner": {
    "name": "Qwen 3 32B",
    "provider": "openrouter",
    "score": 7.87
  },
  "avg_score": 5.8133335,
  "matrix_size": 56,
  "models_used": [
    {
      "id": "nemotron_3_super",
      "name": "Nemotron 3 Super",
      "provider": "openrouter"
    },
    {
      "id": "devstral",
      "name": "Devstral Small",
      "provider": "openrouter"
    },
    {
      "id": "kimi_k25",
      "name": "Kimi K2.5",
      "provider": "openrouter"
    },
    {
      "id": "gemma3_27b",
      "name": "Gemma 3 27B",
      "provider": "openrouter"
    },
    {
      "id": "llama4_scout",
      "name": "Llama 4 Scout",
      "provider": "openrouter"
    },
    {
      "id": "granite_40",
      "name": "Granite 4.0 Micro",
      "provider": "openrouter"
    },
    {
      "id": "qwen3_8b",
      "name": "Qwen 3 8B",
      "provider": "openrouter"
    },
    {
      "id": "qwen3_32b",
      "name": "Qwen 3 32B",
      "provider": "openrouter"
    },
    {
      "id": "gemma_3n_4b",
      "name": "Gemma 3n 4B",
      "provider": "openrouter"
    }
  ],
  "rankings": {
    "qwen3_8b": {
      "display_name": "Qwen 3 8B",
      "provider": "openrouter",
      "average_score": 8.38,
      "score_count": 6,
      "min_score": 7.85,
      "max_score": 9.25,
      "rank": 1
    },
    "qwen3_32b": {
      "display_name": "Qwen 3 32B",
      "provider": "openrouter",
      "average_score": 7.87,
      "score_count": 7,
      "min_score": 5.2,
      "max_score": 9.25,
      "rank": 2
    },
    "devstral": {
      "display_name": "Devstral Small",
      "provider": "openrouter",
      "average_score": 7.49,
      "score_count": 7,
      "min_score": 5.3,
      "max_score": 8.25,
      "rank": 3
    },
    "llama4_scout": {
      "display_name": "Llama 4 Scout",
      "provider": "openrouter",
      "average_score": 7.31,
      "score_count": 7,
      "min_score": 3.2,
      "max_score": 8.25,
      "rank": 4
    },
    "nemotron_3_super": {
      "display_name": "Nemotron 3 Super",
      "provider": "openrouter",
      "average_score": 5.41,
      "score_count": 7,
      "min_score": 2,
      "max_score": 8.05,
      "rank": 5
    },
    "kimi_k25": {
      "display_name": "Kimi K2.5",
      "provider": "openrouter",
      "average_score": 4.83,
      "score_count": 8,
      "min_score": 1,
      "max_score": 7,
      "rank": 6
    },
    "granite_40": {
      "display_name": "Granite 4.0 Micro",
      "provider": "openrouter",
      "average_score": 4.29,
      "score_count": 7,
      "min_score": 1.8,
      "max_score": 7.45,
      "rank": 7
    },
    "gemma_3n_4b": {
      "display_name": "Gemma 3n 4B",
      "provider": "openrouter",
      "average_score": 3.68,
      "score_count": 3,
      "min_score": 0.4,
      "max_score": 8.25,
      "rank": 8
    },
    "gemma3_27b": {
      "display_name": "Gemma 3 27B",
      "provider": "openrouter",
      "average_score": 3.06,
      "score_count": 4,
      "min_score": 1,
      "max_score": 7.45,
      "rank": 9
    }
  },
  "judgments": [
    {
      "judge_key": "qwen3_32b",
      "judge_name": "Qwen 3 32B",
      "respondent_key": "nemotron_3_super",
      "respondent_name": "Nemotron 3 Super",
      "weighted_score": 4.85,
      "brief_justification": "Correctly identifies missing passage but fails to address the summarization task. Clear but lacks depth and usefulness for the intended test."
    },
    {
      "judge_key": "qwen3_32b",
      "judge_name": "Qwen 3 32B",
      "respondent_key": "devstral",
      "respondent_name": "Devstral Small",
      "weighted_score": 8.05,
      "brief_justification": "Accurately captures key claims within the 50-word limit, though some nuanced details from the original passage may be omitted. Clear structure and actionable insights are maintained."
    },
    {
      "judge_key": "qwen3_32b",
      "judge_name": "Qwen 3 32B",
      "respondent_key": "kimi_k25",
      "respondent_name": "Kimi K2.5",
      "weighted_score": 7,
      "brief_justification": "Correctly identified missing passage but failed to perform the requested summarization task."
    },
    {
      "judge_key": "qwen3_32b",
      "judge_name": "Qwen 3 32B",
      "respondent_key": "gemma3_27b",
      "respondent_name": "Gemma 3 27B",
      "weighted_score": 2.05,
      "brief_justification": "The response fails to address the task by requesting the passage instead of summarizing it. It lacks correctness, completeness, depth, and usefulness as no actual summary was provided."
    },
    {
      "judge_key": "qwen3_32b",
      "judge_name": "Qwen 3 32B",
      "respondent_key": "llama4_scout",
      "respondent_name": "Llama 4 Scout",
      "weighted_score": 8.25,
      "brief_justification": "Accurately captures key policy areas within the word limit, though some depth is sacrificed."
    },
    {
      "judge_key": "qwen3_32b",
      "judge_name": "Qwen 3 32B",
      "respondent_key": "granite_40",
      "respondent_name": "Granite 4.0 Micro",
      "weighted_score": 4.45,
      "brief_justification": "The response misinterprets the task by describing the test scenario rather than summarizing the actual passage content. It lacks factual coverage of the passage's key claims about climate change policy."
    },
    {
      "judge_key": "qwen3_32b",
      "judge_name": "Qwen 3 32B",
      "respondent_key": "qwen3_8b",
      "respondent_name": "Qwen 3 8B",
      "weighted_score": 8.25,
      "brief_justification": "The summary is factually accurate, concise, and captures the main points of the passage. It is clear and well-structured, though it offers limited analytical depth."
    },
    {
      "judge_key": "nemotron_3_super",
      "judge_name": "Nemotron 3 Super",
      "respondent_key": "qwen3_32b",
      "respondent_name": "Qwen 3 32B",
      "weighted_score": 5.2,
      "brief_justification": "The response is generally accurate but far shorter than required and omits many key claims from the passage, making it incomplete and lacking depth."
    },
    {
      "judge_key": "nemotron_3_super",
      "judge_name": "Nemotron 3 Super",
      "respondent_key": "kimi_k25",
      "respondent_name": "Kimi K2.5",
      "weighted_score": 5.15,
      "brief_justification": "Correctly identified missing passage but failed to provide the requested 50-word summary; clear and polite but lacks depth and usefulness for the task."
    },
    {
      "judge_key": "nemotron_3_super",
      "judge_name": "Nemotron 3 Super",
      "respondent_key": "devstral",
      "respondent_name": "Devstral Small",
      "weighted_score": 5.3,
      "brief_justification": "Factually accurate but fails the exact 50-word requirement; summary is clear but lacks depth."
    },
    {
      "judge_key": "nemotron_3_super",
      "judge_name": "Nemotron 3 Super",
      "respondent_key": "gemma3_27b",
      "respondent_name": "Gemma 3 27B",
      "weighted_score": 1.75,
      "brief_justification": "The response asks for the passage instead of providing a 50-word summary, failing the task."
    },
    {
      "judge_key": "nemotron_3_super",
      "judge_name": "Nemotron 3 Super",
      "respondent_key": "llama4_scout",
      "respondent_name": "Llama 4 Scout",
      "weighted_score": 3.2,
      "brief_justification": "The response fails to summarize the passage, exceeds the word limit, and does not retain key claims."
    },
    {
      "judge_key": "nemotron_3_super",
      "judge_name": "Nemotron 3 Super",
      "respondent_key": "granite_40",
      "respondent_name": "Granite 4.0 Micro",
      "weighted_score": 1.8,
      "brief_justification": "The response does not summarize the passage; it merely describes the task, failing to retain any key claims."
    },
    {
      "judge_key": "nemotron_3_super",
      "judge_name": "Nemotron 3 Super",
      "respondent_key": "gemma_3n_4b",
      "respondent_name": "Gemma 3n 4B",
      "weighted_score": 0.4,
      "brief_justification": "The response asks for the passage instead of providing a summary, failing to meet the task requirements."
    },
    {
      "judge_key": "nemotron_3_super",
      "judge_name": "Nemotron 3 Super",
      "respondent_key": "qwen3_8b",
      "respondent_name": "Qwen 3 8B",
      "weighted_score": 7.85,
      "brief_justification": "Content accurate and clear, but summary is 49 words, not exactly 50 as required."
    },
    {
      "judge_key": "devstral",
      "judge_name": "Devstral Small",
      "respondent_key": "qwen3_32b",
      "respondent_name": "Qwen 3 32B",
      "weighted_score": 9.25,
      "brief_justification": "Accurate, concise, and covers key points effectively."
    },
    {
      "judge_key": "devstral",
      "judge_name": "Devstral Small",
      "respondent_key": "kimi_k25",
      "respondent_name": "Kimi K2.5",
      "weighted_score": 2,
      "brief_justification": "No actual summarization done due to placeholder text."
    },
    {
      "judge_key": "devstral",
      "judge_name": "Devstral Small",
      "respondent_key": "nemotron_3_super",
      "respondent_name": "Nemotron 3 Super",
      "weighted_score": 2,
      "brief_justification": "The response does not address the task due to missing passage."
    },
    {
      "judge_key": "devstral",
      "judge_name": "Devstral Small",
      "respondent_key": "llama4_scout",
      "respondent_name": "Llama 4 Scout",
      "weighted_score": 7.8,
      "brief_justification": "Clear and accurate with good depth."
    },
    {
      "judge_key": "devstral",
      "judge_name": "Devstral Small",
      "respondent_key": "granite_40",
      "respondent_name": "Granite 4.0 Micro",
      "weighted_score": 7.45,
      "brief_justification": "Clear and accurate with good depth."
    },
    {
      "judge_key": "devstral",
      "judge_name": "Devstral Small",
      "respondent_key": "qwen3_8b",
      "respondent_name": "Qwen 3 8B",
      "weighted_score": 9.25,
      "brief_justification": "Accurate, complete, clear, and insightful summary within the word limit."
    },
    {
      "judge_key": "gemma3_27b",
      "judge_name": "Gemma 3 27B",
      "respondent_key": "qwen3_32b",
      "respondent_name": "Qwen 3 32B",
      "weighted_score": 8.25,
      "brief_justification": "Accurate, concise, and meets the length constraint. Captures key elements but lacks detailed nuance."
    },
    {
      "judge_key": "gemma3_27b",
      "judge_name": "Gemma 3 27B",
      "respondent_key": "kimi_k25",
      "respondent_name": "Kimi K2.5",
      "weighted_score": 6.95,
      "brief_justification": "Correctly identifies the missing passage and requests it. However, it fails to provide a summary as requested, impacting completeness and depth."
    },
    {
      "judge_key": "gemma3_27b",
      "judge_name": "Gemma 3 27B",
      "respondent_key": "nemotron_3_super",
      "respondent_name": "Nemotron 3 Super",
      "weighted_score": 6,
      "brief_justification": "The response is technically correct in pointing out the missing passage, but fails to fulfill the prompt's core request of summarization. It demonstrates no summarization ability."
    },
    {
      "judge_key": "gemma3_27b",
      "judge_name": "Gemma 3 27B",
      "respondent_key": "devstral",
      "respondent_name": "Devstral Small",
      "weighted_score": 8.1,
      "brief_justification": "Accurate summary, very clear, but lacks significant depth and doesn't quite hit the 50-word constraint (60 words)."
    },
    {
      "judge_key": "gemma3_27b",
      "judge_name": "Gemma 3 27B",
      "respondent_key": "llama4_scout",
      "respondent_name": "Llama 4 Scout",
      "weighted_score": 8.05,
      "brief_justification": "Excellent clarity and conciseness. Captures key themes but lacks specific details from the original passage due to length constraints."
    },
    {
      "judge_key": "gemma3_27b",
      "judge_name": "Gemma 3 27B",
      "respondent_key": "granite_40",
      "respondent_name": "Granite 4.0 Micro",
      "weighted_score": 4.85,
      "brief_justification": "Technically correct in *describing* the task, but utterly fails to summarize the passage itself. It just restates the prompt."
    },
    {
      "judge_key": "gemma3_27b",
      "judge_name": "Gemma 3 27B",
      "respondent_key": "gemma_3n_4b",
      "respondent_name": "Gemma 3n 4B",
      "weighted_score": 2.4,
      "brief_justification": "The response fails to summarize the passage as requested, instead asking for the passage itself. It does not fulfill the prompt's requirements at all."
    },
    {
      "judge_key": "gemma3_27b",
      "judge_name": "Gemma 3 27B",
      "respondent_key": "qwen3_8b",
      "respondent_name": "Qwen 3 8B",
      "weighted_score": 8.4,
      "brief_justification": "Excellent clarity and adherence to length constraint. Captures key claims effectively, though depth is limited by the word count."
    },
    {
      "judge_key": "llama4_scout",
      "judge_name": "Llama 4 Scout",
      "respondent_key": "qwen3_32b",
      "respondent_name": "Qwen 3 32B",
      "weighted_score": 8.25,
      "brief_justification": "Accurate and clear summary within the 50-word limit."
    },
    {
      "judge_key": "llama4_scout",
      "judge_name": "Llama 4 Scout",
      "respondent_key": "kimi_k25",
      "respondent_name": "Kimi K2.5",
      "weighted_score": 1,
      "brief_justification": "Model could not complete task due to missing passage."
    },
    {
      "judge_key": "llama4_scout",
      "judge_name": "Llama 4 Scout",
      "respondent_key": "nemotron_3_super",
      "respondent_name": "Nemotron 3 Super",
      "weighted_score": 6,
      "brief_justification": "Accurately identified issue, clear response, but incomplete and lacking depth."
    },
    {
      "judge_key": "llama4_scout",
      "judge_name": "Llama 4 Scout",
      "respondent_key": "devstral",
      "respondent_name": "Devstral Small",
      "weighted_score": 7.7,
      "brief_justification": ""
    },
    {
      "judge_key": "llama4_scout",
      "judge_name": "Llama 4 Scout",
      "respondent_key": "gemma3_27b",
      "respondent_name": "Gemma 3 27B",
      "weighted_score": 1,
      "brief_justification": "Failed to provide summary, requested passage instead."
    },
    {
      "judge_key": "llama4_scout",
      "judge_name": "Llama 4 Scout",
      "respondent_key": "granite_40",
      "respondent_name": "Granite 4.0 Micro",
      "weighted_score": 5.25,
      "brief_justification": ""
    },
    {
      "judge_key": "llama4_scout",
      "judge_name": "Llama 4 Scout",
      "respondent_key": "qwen3_8b",
      "respondent_name": "Qwen 3 8B",
      "weighted_score": 8.25,
      "brief_justification": ""
    },
    {
      "judge_key": "granite_40",
      "judge_name": "Granite 4.0 Micro",
      "respondent_key": "qwen3_32b",
      "respondent_name": "Qwen 3 32B",
      "weighted_score": 8.05,
      "brief_justification": "Accurately captures key policy elements and goals within strict word limit, though depth could be higher."
    },
    {
      "judge_key": "granite_40",
      "judge_name": "Granite 4.0 Micro",
      "respondent_key": "kimi_k25",
      "respondent_name": "Kimi K2.5",
      "weighted_score": 5,
      "brief_justification": "Unable to summarize without the actual 500-word passage provided."
    },
    {
      "judge_key": "granite_40",
      "judge_name": "Granite 4.0 Micro",
      "respondent_key": "nemotron_3_super",
      "respondent_name": "Nemotron 3 Super",
      "weighted_score": 8.05,
      "brief_justification": "Accurate summary with key claims retained, though brevity limits depth."
    },
    {
      "judge_key": "granite_40",
      "judge_name": "Granite 4.0 Micro",
      "respondent_key": "devstral",
      "respondent_name": "Devstral Small",
      "weighted_score": 8.25,
      "brief_justification": "Accurately captures key claims while staying within 50-word limit; maintains clarity and relevance."
    },
    {
      "judge_key": "granite_40",
      "judge_name": "Granite 4.0 Micro",
      "respondent_key": "gemma3_27b",
      "respondent_name": "Gemma 3 27B",
      "weighted_score": 7.45,
      "brief_justification": "Summarization captures key policy claims but may lack nuance due to strict word limit."
    },
    {
      "judge_key": "granite_40",
      "judge_name": "Granite 4.0 Micro",
      "respondent_key": "llama4_scout",
      "respondent_name": "Llama 4 Scout",
      "weighted_score": 8.05,
      "brief_justification": "Accurately captures key policy claims within strict word limit, though depth could be higher."
    },
    {
      "judge_key": "granite_40",
      "judge_name": "Granite 4.0 Micro",
      "respondent_key": "gemma_3n_4b",
      "respondent_name": "Gemma 3n 4B",
      "weighted_score": 8.25,
      "brief_justification": "Accurately summarizes key claims while adhering to strict 50-word constraint."
    },
    {
      "judge_key": "granite_40",
      "judge_name": "Granite 4.0 Micro",
      "respondent_key": "qwen3_8b",
      "respondent_name": "Qwen 3 8B",
      "weighted_score": 8.25,
      "brief_justification": "Accurately captures key policy claims within 50-word limit while maintaining clarity and relevance."
    },
    {
      "judge_key": "gemma_3n_4b",
      "judge_name": "Gemma 3n 4B",
      "respondent_key": "qwen3_32b",
      "respondent_name": "Qwen 3 32B",
      "weighted_score": 8.05,
      "brief_justification": "Accurate and concise summary within the length constraint. Good clarity. Lacks depth due to length limitation."
    },
    {
      "judge_key": "gemma_3n_4b",
      "judge_name": "Gemma 3n 4B",
      "respondent_key": "kimi_k25",
      "respondent_name": "Kimi K2.5",
      "weighted_score": 4.5,
      "brief_justification": "The AI correctly identifies the issue (lack of passage) and provides a helpful response, but fails to summarize anything. Therefore, completeness, depth, and usefulness are all zero."
    },
    {
      "judge_key": "gemma_3n_4b",
      "judge_name": "Gemma 3n 4B",
      "respondent_key": "nemotron_3_super",
      "respondent_name": "Nemotron 3 Super",
      "weighted_score": 4.5,
      "brief_justification": "The response correctly identifies the missing passage and explains why it cannot fulfill the request. It is clear and accurate in its response, but provides no actual summary or analysis."
    },
    {
      "judge_key": "gemma_3n_4b",
      "judge_name": "Gemma 3n 4B",
      "respondent_key": "devstral",
      "respondent_name": "Devstral Small",
      "weighted_score": 7.25,
      "brief_justification": "Accurate summary, but lacks the conciseness required by the length constraint. Clarity is good, but completeness is limited due to length."
    },
    {
      "judge_key": "gemma_3n_4b",
      "judge_name": "Gemma 3n 4B",
      "respondent_key": "llama4_scout",
      "respondent_name": "Llama 4 Scout",
      "weighted_score": 8.05,
      "brief_justification": "Accurate and concise summary within the length constraint. Clear and well-organized. Could benefit from slightly more depth, but fulfills the prompt's requirements effectively."
    },
    {
      "judge_key": "gemma_3n_4b",
      "judge_name": "Gemma 3n 4B",
      "respondent_key": "granite_40",
      "respondent_name": "Granite 4.0 Micro",
      "weighted_score": 3.4,
      "brief_justification": "The response doesn't summarize the passage, but rather describes the task. It lacks any actual content and fails to address the prompt's core requirement."
    },
    {
      "judge_key": "qwen3_8b",
      "judge_name": "Qwen 3 8B",
      "respondent_key": "qwen3_32b",
      "respondent_name": "Qwen 3 32B",
      "weighted_score": 8.05,
      "brief_justification": "Clear and accurate with good depth."
    },
    {
      "judge_key": "qwen3_8b",
      "judge_name": "Qwen 3 8B",
      "respondent_key": "kimi_k25",
      "respondent_name": "Kimi K2.5",
      "weighted_score": 7,
      "brief_justification": "Correctly identifies missing passage but fails to fulfill summarization task. Clear explanation but lacks depth and completeness."
    },
    {
      "judge_key": "qwen3_8b",
      "judge_name": "Qwen 3 8B",
      "respondent_key": "nemotron_3_super",
      "respondent_name": "Nemotron 3 Super",
      "weighted_score": 6.5,
      "brief_justification": "Correctly identifies missing passage but does not provide the requested summary."
    },
    {
      "judge_key": "qwen3_8b",
      "judge_name": "Qwen 3 8B",
      "respondent_key": "devstral",
      "respondent_name": "Devstral Small",
      "weighted_score": 7.8,
      "brief_justification": "Clear and accurate with good depth."
    },
    {
      "judge_key": "qwen3_8b",
      "judge_name": "Qwen 3 8B",
      "respondent_key": "llama4_scout",
      "respondent_name": "Llama 4 Scout",
      "weighted_score": 7.8,
      "brief_justification": "Clear and accurate with good depth."
    },
    {
      "judge_key": "qwen3_8b",
      "judge_name": "Qwen 3 8B",
      "respondent_key": "granite_40",
      "respondent_name": "Granite 4.0 Micro",
      "weighted_score": 2.85,
      "brief_justification": "The response does not summarize the passage but instead discusses the task itself, failing to meet the requirements of the question."
    }
  ],
  "meta": {
    "source": "The Multivac (app.themultivac.com)",
    "methodology": "10x10 blind peer matrix evaluation",
    "criteria": "correctness, completeness, clarity, depth, usefulness",
    "self_judgments": "excluded from rankings",
    "license": "Open data — cite as: The Multivac (2026)"
  }
}