{
  "evaluation_id": "EVAL-20260207-151959",
  "question_id": "COMM-009",
  "question_text": "Your team just finished a difficult project. Write a retrospective agenda and facilitation guide that:\n1. Creates psychological safety\n2. Surfaces real issues (not just surface complaints)\n3. Leads to actionable improvements\n4. Takes 60 minutes\n\nInclude specific questions, time allocations, and facilitation notes.",
  "category": "communication",
  "timestamp": "2026-03-13T00:00:00.000Z",
  "display_date": "Mar 13, 2026",
  "winner": {
    "name": "Claude Sonnet 4.5",
    "provider": "Anthropic",
    "score": 9.76
  },
  "avg_score": 9.451,
  "matrix_size": 90,
  "models_used": [
    {
      "id": "claude_sonnet",
      "name": "Claude Sonnet 4.5",
      "provider": "Anthropic"
    },
    {
      "id": "claude_opus",
      "name": "Claude Opus 4.5",
      "provider": "Anthropic"
    },
    {
      "id": "mistral_small_creative",
      "name": "Mistral Small Creative",
      "provider": "Mistral"
    },
    {
      "id": "gemini_2_5_flash_lite",
      "name": "Gemini 2.5 Flash Lite",
      "provider": "Google"
    },
    {
      "id": "gemini_2_5_flash",
      "name": "Gemini 2.5 Flash",
      "provider": "Google"
    },
    {
      "id": "gpt_oss_120b",
      "name": "GPT-OSS-120B",
      "provider": "OpenAI"
    },
    {
      "id": "grok_4_1_fast",
      "name": "Grok 4.1 Fast",
      "provider": "xAI"
    },
    {
      "id": "deepseek_v3",
      "name": "DeepSeek V3.2",
      "provider": "DeepSeek"
    },
    {
      "id": "glm_4_7",
      "name": "GLM-4-7",
      "provider": "Zhipu"
    },
    {
      "id": "seed_1_6_flash",
      "name": "Seed 1.6 Flash",
      "provider": "ByteDance"
    }
  ],
  "rankings": {
    "claude_sonnet": {
      "display_name": "Claude Sonnet 4.5",
      "provider": "Anthropic",
      "average_score": 9.76,
      "score_count": 9,
      "min_score": 9.35,
      "max_score": 10,
      "rank": 1
    },
    "claude_opus": {
      "display_name": "Claude Opus 4.5",
      "provider": "Anthropic",
      "average_score": 9.71,
      "score_count": 9,
      "min_score": 8.8,
      "max_score": 10,
      "rank": 2
    },
    "mistral_small_creative": {
      "display_name": "Mistral Small Creative",
      "provider": "Mistral",
      "average_score": 9.59,
      "score_count": 8,
      "min_score": 8.8,
      "max_score": 10,
      "rank": 3
    },
    "deepseek_v3": {
      "display_name": "DeepSeek V3.2",
      "provider": "DeepSeek",
      "average_score": 9.57,
      "score_count": 8,
      "min_score": 8.8,
      "max_score": 10,
      "rank": 4
    },
    "gemini_2_5_flash": {
      "display_name": "Gemini 2.5 Flash",
      "provider": "Google",
      "average_score": 9.52,
      "score_count": 9,
      "min_score": 8.8,
      "max_score": 9.8,
      "rank": 5
    },
    "gpt_oss_120b": {
      "display_name": "GPT-OSS-120B",
      "provider": "OpenAI",
      "average_score": 9.51,
      "score_count": 8,
      "min_score": 8.8,
      "max_score": 9.8,
      "rank": 6
    },
    "seed_1_6_flash": {
      "display_name": "Seed 1.6 Flash",
      "provider": "ByteDance",
      "average_score": 9.51,
      "score_count": 8,
      "min_score": 8.8,
      "max_score": 10,
      "rank": 7
    },
    "gemini_2_5_flash_lite": {
      "display_name": "Gemini 2.5 Flash Lite",
      "provider": "Google",
      "average_score": 9.44,
      "score_count": 8,
      "min_score": 9,
      "max_score": 9.8,
      "rank": 8
    },
    "grok_4_1_fast": {
      "display_name": "Grok 4.1 Fast",
      "provider": "xAI",
      "average_score": 9.44,
      "score_count": 8,
      "min_score": 8.8,
      "max_score": 9.8,
      "rank": 9
    },
    "glm_4_7": {
      "display_name": "GLM-4-7",
      "provider": "Zhipu",
      "average_score": 8.46,
      "score_count": 9,
      "min_score": 5.85,
      "max_score": 9.8,
      "rank": 10
    }
  },
  "judgments": [
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 9.8,
      "brief_justification": "This response is excellent, providing a comprehensive and well-structured retrospective agenda and facilitation guide that directly addresses all aspects of the prompt, including psychological safety, surfacing real issues, actionable improvements, and time constraints."
    },
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive and well-structured retrospective agenda and facilitation guide that effectively addresses all the user's requirements, including psychological safety, surfacing real issues, actionable improvements, and time constraints."
    },
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive and well-structured retrospective agenda that effectively addresses all the user's requirements, including psychological safety, surfacing real issues, actionable improvements, and time constraints."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 9,
      "brief_justification": "The agenda effectively addresses all goals with clear structure, actionable steps, and psychological safety measures, though it could deepen root cause analysis slightly."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 8.8,
      "brief_justification": "The agenda effectively addresses all goals with clear structure, practical techniques (e.g., 5 Whys, sailboat metaphor), and actionable steps, though depth could be slightly enhanced."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 9.35,
      "brief_justification": "The response effectively addresses all goals with a structured, practical agenda, using proven techniques and clear facilitation guidance."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 9,
      "brief_justification": "The agenda effectively addresses all requirements with clear structure, actionable steps, and thoughtful facilitation notes, ensuring psychological safety, surfacing issues, and driving improvements within 60 minutes."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 9,
      "brief_justification": "The response effectively addresses all requirements with clear structure, practical methods, and actionable steps, though it could have minor depth improvements."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 8.35,
      "brief_justification": "The agenda effectively addresses all requirements with clear structure, practical activities, and time allocations, though the 5 Whys section is truncated."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 9.8,
      "brief_justification": "The response thoroughly addresses all requirements with clear structure, actionable steps, and thoughtful facilitation notes, ensuring psychological safety, surfacing issues, and driving improvements."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 9.35,
      "brief_justification": "The guide effectively addresses all requirements with clear structure, practical activities, and actionable steps, though minor gaps in completeness and depth prevent a perfect score."
    },
    {
      "judge_key": "seed_1_6_flash",
      "judge_name": "Seed 1.6 Flash",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 9,
      "brief_justification": "The agenda effectively addresses all requirements with clear structure, actionable steps, and facilitation guidance, ensuring psychological safety, uncovering root causes, and driving improvements within 60 minutes."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive and well-structured retrospective agenda and facilitation guide that effectively addresses all aspects of the prompt. It's highly actionable and clearly designed for a 60-minute session."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 9.6,
      "brief_justification": "The response provides a comprehensive, well-structured, and actionable retrospective agenda and facilitation guide that directly addresses all prompt requirements. The time allocations, specific questions, and facilitation notes are excellent."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 9.8,
      "brief_justification": "This response provides an excellent, detailed, and actionable retrospective agenda that effectively addresses all prompt requirements within the specified time frame."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive, well-structured, and highly practical retrospective agenda and facilitation guide that directly addresses all aspects of the prompt."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 9,
      "brief_justification": "The response provides a well-structured, detailed, and actionable retrospective agenda that effectively addresses all the prompt's requirements within the specified time frame."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 10,
      "brief_justification": "This response is exceptionally well-structured, comprehensive, and practical. It directly addresses all aspects of the prompt with detailed, actionable advice and specific examples."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 10,
      "brief_justification": "The response provides an exceptionally well-structured, detailed, and actionable retrospective guide that perfectly addresses all aspects of the prompt. It's a masterclass in facilitation."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive, well-structured, and highly actionable retrospective guide that effectively addresses all aspects of the prompt."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 9,
      "brief_justification": "The agenda meets all requirements with clear time splits, safety measures, probing questions, and actionable steps; it is well‑structured and practical, though depth could be slightly richer with more facilitation techniques."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 8.8,
      "brief_justification": "The agenda accurately meets all requirements, offers a full 60‑minute structure with specific questions and facilitation cues, is clearly organized, provides detailed techniques (e.g., dot voting, 5 Whys), and is readily applicable for a team retrospective."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 8.8,
      "brief_justification": "The agenda accurately meets all four requirements with clear time slots, specific questions, and facilitation notes, offering practical techniques (e.g., Sailboat, 5 Whys) that go beyond surface issues."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 8.8,
      "brief_justification": "The agenda meets all stated goals with concrete timing, questions, and facilitation cues, is well‑structured and detailed, and offers practical templates, though a few deeper coaching tips could enhance depth."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 8.8,
      "brief_justification": "The agenda accurately addresses psychological safety, issue surfacing, and actionable outcomes within a 60‑minute frame, offering detailed steps, time splits, and facilitation cues. It is well‑structured and practical, though a few sections could include more concrete examples for deeper insight."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 5.85,
      "brief_justification": "The agenda includes good safety and root‑cause techniques, but the answer is truncated before finishing, reducing overall completeness and practical utility."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 9.35,
      "brief_justification": "The agenda accurately addresses psychological safety, deep issue exploration, and actionable outcomes within a 60‑minute frame, offering thorough steps, questions, and facilitation tips. It is well‑structured, insightful, and immediately applicable for a team retrospective."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 8.8,
      "brief_justification": "The guide accurately addresses all four objectives with concrete questions, timing, and facilitation tips, is thorough and well‑organized, offers nuanced layers of inquiry and practical tools, and can be readily applied in a real retrospective."
    },
    {
      "judge_key": "gpt_oss_120b",
      "judge_name": "GPT-OSS-120B",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 8.8,
      "brief_justification": "The agenda accurately meets all four requirements with concrete questions, timings, and facilitation tips; it is thorough, well‑structured, and offers insightful techniques for root‑cause analysis and actionable planning."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 9.8,
      "brief_justification": "The response delivers a highly accurate, structured 60-minute (approx.) retrospective agenda using proven practices for psychological safety, root-cause analysis, and actionable outcomes with specific questions and notes. It is nearly perfect but slightly over time and cuts off in the final tip."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 10,
      "brief_justification": "The response perfectly addresses all requirements with a timed 60-minute agenda that builds psychological safety, uses techniques like 5 Whys for root causes, and ensures actionable improvements through specific questions, examples, and facilitation tips."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 9.8,
      "brief_justification": "The response perfectly addresses all requirements with a timed 60-minute agenda using proven techniques like Prime Directive, Sailboat, and 5 Whys to ensure safety, depth, and actionability. It includes detailed scripts, notes, and questions, making it exceptionally clear and practical, though depth could explore more variations."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 9.8,
      "brief_justification": "The response delivers a precise 60-minute retrospective agenda and guide that expertly addresses psychological safety, root-cause analysis, and actionable outcomes using proven agile techniques like 5-Whys and SMART actions. It is highly structured, practical, and ready-to-use with scripts, examples, and facilitation tips, though slightly cut off at the end."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 10,
      "brief_justification": "The response delivers a precise, 60-minute retrospective agenda that expertly incorporates psychological safety measures, deep-dive techniques like Five Whys, and actionable SMART planning, with clear timings, specific questions, and practical facilitation notes ready for immediate use."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 8.3,
      "brief_justification": "The response delivers a well-structured, psychologically safe retrospective with proven techniques like the Prime Directive, timeline mapping, and 5 Whys to surface root issues, but it is truncated mid-section, omitting action planning and full 60-minute coverage for actionable improvements."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 10,
      "brief_justification": "This response delivers a meticulously structured 60-minute retrospective guide that expertly incorporates psychological safety measures, deep issue surfacing via timeline and 5 Whys, and actionable improvements with clear ownership and metrics, all backed by insightful facilitation notes and anti-patterns."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 9.8,
      "brief_justification": "This response delivers a meticulously structured, 60-minute retrospective guide that expertly incorporates psychological safety via the Prime Directive and tone-setting, surfaces deep issues through layered questions and timeline activities, and ensures actionable improvements with prioritization matrices and specific commitments, all backed by practical facilitation notes."
    },
    {
      "judge_key": "grok_4_1_fast",
      "judge_name": "Grok 4.1 Fast",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 10,
      "brief_justification": "The response perfectly addresses all requirements with a precise 60-minute agenda using proven techniques like 5 Whys and norms for safety, root causes, and actions. It includes detailed prompts, notes, examples, and tips for immediate, effective use."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 9.35,
      "brief_justification": "The response provides a highly detailed, well-structured 60-minute agenda that directly addresses all four user requirements, including specific questions, time allocations, and expert facilitation notes to ensure psychological safety and actionable outcomes."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 9.35,
      "brief_justification": "The response provides a comprehensive, well-structured retrospective guide that fully addresses all four requirements with specific time allocations, facilitation techniques, and actionable frameworks while maintaining strong psychological safety principles throughout."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 9.55,
      "brief_justification": "The response provides a highly accurate, thorough, and actionable 60-minute retrospective plan with clear psychological safety practices, effective facilitation techniques like the Sailboat exercise and 5 Whys, and a strong focus on actionable outcomes, though the root cause analysis could be slightly more detailed."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 9.35,
      "brief_justification": "The response provides a comprehensive, well-structured retrospective framework that directly addresses all four requirements with specific time allocations, questions, and facilitation techniques, making it immediately actionable for teams."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 9.35,
      "brief_justification": "The response is highly accurate and logically structured, thoroughly covering all requested elements with actionable details, clear time allocations, and insightful facilitation techniques that effectively address psychological safety and root-cause analysis."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 9.15,
      "brief_justification": "The response is highly accurate and actionable with a clear, structured agenda that expertly addresses psychological safety and root-cause analysis, though it slightly cuts off the final activity description."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 9.55,
      "brief_justification": "The response provides a comprehensive, well-structured 60-minute retrospective guide that expertly addresses all four requirements, with particularly strong attention to psychological safety through ground rules, anonymous options, and appreciations, while offering practical facilitation techniques like the 5 Whys and concrete action planning."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 10,
      "brief_justification": "This is an exceptionally comprehensive and expertly crafted facilitation guide that perfectly addresses all four requirements while demonstrating deep understanding of psychological safety, issue surfacing, actionable outcomes, and time management. Every section is meticulously detailed with practical implementation guidance."
    },
    {
      "judge_key": "deepseek_v3",
      "judge_name": "DeepSeek V3.2",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 10,
      "brief_justification": "The response provides a meticulously structured, expert-level retrospective guide that fully meets all specified requirements, offering actionable facilitation techniques, precise time allocations, and deep psychological safety strategies."
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 0,
      "brief_justification": ""
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 0,
      "brief_justification": ""
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 9.8,
      "brief_justification": "This is an exceptional retrospective guide that fully addresses all requirements with professional-grade facilitation techniques, specific scripts, and proven frameworks like the Sailboat exercise and 5 Whys. The response is immediately actionable, creates psychological safety through the Prime Directive and emotional check-in, and ensures real issues surface through root cause analysis."
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 0,
      "brief_justification": ""
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 9.8,
      "brief_justification": "This is an exceptional, comprehensive retrospective guide that fully addresses all requirements with specific facilitation scripts, time allocations, and techniques. It demonstrates deep understanding of group dynamics and provides immediate practical value."
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 0,
      "brief_justification": ""
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive, expertly structured guide that perfectly meets all constraints, including precise time allocation, psychological safety measures, root cause analysis techniques, and actionable outcome frameworks."
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive, expertly structured 60-minute retrospective guide that perfectly addresses all requirements, including psychological safety mechanisms, deep-dive questioning techniques, and actionable prioritization frameworks."
    },
    {
      "judge_key": "glm_4_7",
      "judge_name": "GLM-4-7",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 0,
      "brief_justification": ""
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 9.55,
      "brief_justification": "Excellent retrospective guide with proper time allocations (60 min), specific questions for each phase, and strong facilitation notes. Effectively addresses all four requirements with actionable techniques for psychological safety, root cause analysis, and SMART action items."
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 9.35,
      "brief_justification": "Exceptionally comprehensive retrospective guide with psychologically-informed facilitation techniques, specific time allocations, concrete examples, and actionable frameworks like 5 Whys and dot voting. Minor verbosity in some sections slightly impacts clarity, but overall extremely practical and well-structured."
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 9.8,
      "brief_justification": "Exceptional retrospective guide with precise time allocations, psychologically safe framework using Prime Directive, innovative Sailboat metaphor for surfacing real issues, 5 Whys technique for root cause analysis, and SMART action planning with clear ownership. Highly actionable and professionally structured."
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 9.55,
      "brief_justification": "Exceptionally well-structured retrospective guide with precise time allocations, specific facilitation techniques (5-Whys, dot-voting, silent writing), and psychological safety mechanisms. Highly actionable with clear outputs for each phase and practical facilitator scripts."
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 9.8,
      "brief_justification": "Exceptional retrospective guide with precise time allocations, specific facilitation techniques, and concrete mechanisms for psychological safety (norms, vulnerability modeling, blame-free framing). Includes actionable templates, root cause analysis methods, and practical follow-up steps that directly address all four requirements."
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 9.8,
      "brief_justification": "Exceptional retrospective guide with evidence-based practices (Prime Directive, Five Whys, dot voting), precise time allocations totaling exactly 60 minutes, and comprehensive facilitation notes. Addresses all four requirements thoroughly with actionable, specific guidance that teams can immediately implement."
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 8.4,
      "brief_justification": "Excellent structure with psychological safety focus, specific activities, and clear facilitation notes. However, the response appears truncated mid-section (cuts off during dot voting), preventing full evaluation of the complete 60-minute agenda and missing actionable improvements section."
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 9.8,
      "brief_justification": "This is an exceptionally well-crafted retrospective guide that demonstrates deep understanding of facilitation, psychological safety, and organizational learning. It provides specific, actionable guidance with precise timing, thoughtful questions that progress from surface to systemic issues, and practical techniques that would genuinely surface real problems while maintaining safety."
    },
    {
      "judge_key": "claude_sonnet",
      "judge_name": "Claude Sonnet 4.5",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 9.8,
      "brief_justification": "This is an exceptionally well-crafted retrospective guide with accurate facilitation techniques, comprehensive coverage of all requirements, crystal-clear structure with specific timings and questions, deep insights into group dynamics and psychological safety, and immediately actionable content with concrete examples and pro tips."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 9.2,
      "brief_justification": "Excellent retrospective guide with clear structure, specific facilitation scripts, thoughtful questions that dig beyond surface issues, and practical techniques for psychological safety. Time allocations are realistic and well-distributed. The response appears slightly truncated at the end but covers all essential elements comprehensively with immediately actionable content."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 9.15,
      "brief_justification": "Excellent, comprehensive retrospective guide with specific time allocations, detailed facilitation scripts, and practical techniques like dot voting and 5 Whys. Creates psychological safety through ground rules and modeling vulnerability. Highly actionable with concrete examples, though the response appears slightly truncated at the end."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 9.55,
      "brief_justification": "Excellent, comprehensive retrospective guide that addresses all requirements with specific time allocations, detailed facilitator scripts, and proven techniques (Prime Directive, Sailboat metaphor, 5 Whys). The psychological safety elements are well-integrated throughout, and the action planning section ensures concrete outcomes with ownership."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 8.8,
      "brief_justification": "Excellent, well-structured retrospective guide with specific time allocations, detailed facilitation scripts, and practical techniques for psychological safety (anonymous polls, safety meters). The response addresses all requirements with actionable frameworks like 5-Whys and SMART goals. Minor deduction for the response appearing to be cut off at the end, leaving the action ideation section incomplete."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 9.35,
      "brief_justification": "Exceptionally comprehensive retrospective guide that addresses all four requirements with specific, actionable detail. Includes exact time allocations, facilitator scripts, probing questions for root cause analysis, and practical tools like SMART action templates. The psychological safety elements (norms, vulnerability modeling, thumbs check) and issue-surfacing techniques (5 Whys, timeline mapping, dot voting) demonstrate deep facilitation expertise."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 9.55,
      "brief_justification": "Exceptionally comprehensive retrospective guide that addresses all four requirements with specific, actionable detail. Includes psychological safety mechanisms (prime directive, ground rules, appreciation), deep issue surfacing (Five Whys technique), clear time allocations totaling 60 minutes, and SMART action planning. The facilitator cheat sheet and board template add significant practical value."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 7.65,
      "brief_justification": "The response demonstrates strong facilitation expertise with excellent psychological safety techniques (Prime Directive, check-in) and good root cause analysis methods. However, the response is clearly cut off mid-sentence during the '5 Whys' section, missing approximately 20 minutes of the 60-minute agenda including the actionable improvements and closing sections, which significantly impacts completeness and full usefulness."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 9.55,
      "brief_justification": "Exceptionally comprehensive and practical retrospective guide that addresses all four requirements with specific questions, precise time allocations, and detailed facilitation notes. The response demonstrates deep expertise in team dynamics, includes anti-patterns to avoid, and provides actionable templates. Minor truncation at the end doesn't materially impact the guide's completeness."
    },
    {
      "judge_key": "claude_opus",
      "judge_name": "Claude Opus 4.5",
      "respondent_key": "mistral_small_creative",
      "respondent_name": "Mistral Small Creative",
      "weighted_score": 9.55,
      "brief_justification": "Exceptionally comprehensive and well-structured retrospective guide that addresses all requirements. Includes specific questions, precise time allocations, detailed facilitation notes, and practical techniques like 5 Whys and silent brainstorming. The psychological safety elements are thoughtfully integrated throughout, and the actionable improvement framework with owners/metrics ensures real outcomes."
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 9.8,
      "brief_justification": "The response is **exceptionally well-structured**, covering all four key objectives (psychological safety, surfacing real issues, actionable improvements, and 60-minute time constraint) with **specific, time-allocated questions** and **facilitation notes** that demonstrate deep expertise. The **depth** is slightly less than perfect (9/10) because while it excels in practical execution, it could briefly touch on *how* to handle emotionally charged moments (e.g., conflict resolution techniques) or *pre-retrospective prep* (e.g., anonymized surveys for shy team members). However, the **usefulness** is unmatched—this is a **ready-to-use template** with clear ownership, timelines, and success metrics, making it highly actionable."
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 9.8,
      "brief_justification": "The response is **exceptionally well-structured**, covering all four objectives (psychological safety, root-cause surfacing, actionable improvements, and time efficiency) with **specific, time-allocated steps**, **facilitation tips**, and **concrete examples**. The **depth** is high (e.g., 5 Whys for root causes, dot voting for prioritization), though it could briefly acknowledge potential challenges (e.g., dominant voices, time constraints) in the facilitation notes. **Usefulness** is maximized with a **ready-to-use template**, including ground rules, sticky-note activities, and an action-plan table—ideal for real-world application."
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 9.8,
      "brief_justification": "The response is **exceptionally well-structured**, covering all four key objectives (psychological safety, surfacing real issues, actionable improvements, and time efficiency) with **specific, practical tools** (e.g., Sailboat metaphor, 5 Whys, SMART actions). The **facilitation notes** are **detailed yet concise**, ensuring smooth execution, and the **time allocations** are **realistically distributed**. Minor depth deduction (9/10) due to no explicit mention of **how to handle resistance** or **conflict during the retrospective**, though this is a minor oversight in an otherwise **flawless, actionable guide**."
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 9.8,
      "brief_justification": "The response is **exceptionally well-structured**, covering all four goals (psychological safety, real issues, actionable improvements, 60-minute constraint) with **specific, time-boxed phases**, **facilitation scripts**, and **visual aids** (e.g., sticky notes, dot-voting). The **depth** is strong (e.g., 5-Whys for root causes, SMART action statements), though a minor refinement could include **examples of psychological safety ground rules** or **conflict resolution prompts** for edge cases. **Usefulness** is maximized by the **ready-to-use template** (facilitator playbook, script, and time allocations), making it immediately actionable for teams."
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 0,
      "brief_justification": ""
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 9.8,
      "brief_justification": "The response is **exceptionally well-structured**, covering all four key objectives (psychological safety, surfacing real issues, actionable improvements, and time efficiency) with **specific, time-tested techniques** (e.g., Five Whys, SMART actions, anonymous polling). The **facilitation notes** are **practical and actionable**, addressing common pitfalls (e.g., parking lot for off-topic issues, timekeeping). The only minor gap is a **lack of examples for hybrid team adaptations** (e.g., how to handle anonymous feedback in mixed virtual/in-person settings), though the provided template and tools (Miro/FigJam) mitigate this. The **depth** is strong, but a brief mention of **how to handle conflict or defensiveness** during the Five Whys drill-down could further enhance it."
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 9.8,
      "brief_justification": "The response is **factually accurate**, **thoroughly structured**, and **exceptionally clear** with a **60-minute timeboxed agenda** that balances emotional safety, root-cause analysis, and actionable outcomes. It excels in **practicality** (specific questions, time allocations, and facilitation notes) and **depth** (e.g., 5 Whys, emotional timeline, and Prime Directive). Minor improvement could be adding a **1-minute buffer** for transitions or a **post-retro follow-up** (e.g., assigning owners for action items)."
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "claude_sonnet",
      "respondent_name": "Claude Sonnet 4.5",
      "weighted_score": 10,
      "brief_justification": "The response is a **comprehensive, battle-tested** retrospective framework that excels in all criteria. It balances **psychological safety** (Prime Directive, anonymous options, appreciation round) with **deep issue surfacing** (5 Whys, timeline analysis) and **actionable outcomes** (controlled brainstorm, Commit to Three). The **time allocations** are precise, **facilitation notes** are insightful, and the **anti-patterns/red flags** section demonstrates expert-level awareness of common pitfalls. The structure is **clear, step-by-step**, and **practical**, with templates, examples, and post-retro follow-up—making it immediately usable for any team."
    },
    {
      "judge_key": "mistral_small_creative",
      "judge_name": "Mistral Small Creative",
      "respondent_key": "claude_opus",
      "respondent_name": "Claude Opus 4.5",
      "weighted_score": 10,
      "brief_justification": "The response is a **comprehensive, meticulously structured** 60-minute retrospective guide that excels in **correctness** (evidence-based, aligned with agile/psychological safety principles), **completeness** (covers all 4 objectives with detailed time allocations, questions, and facilitation notes), **clarity** (logical flow, concise instructions, and actionable templates), **depth** (multi-layered questions to uncover systemic issues, not just surface complaints), and **usefulness** (practical tools like the Impact/Control Matrix, Prime Directive, and post-meeting follow-up steps ensure real-world applicability)."
    },
    {
      "judge_key": "gemini_2_5_flash",
      "judge_name": "Gemini 2.5 Flash",
      "respondent_key": "gemini_2_5_flash_lite",
      "respondent_name": "Gemini 2.5 Flash Lite",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive, well-structured, and highly actionable retrospective agenda and facilitation guide that effectively addresses all aspects of the prompt."
    },
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "seed_1_6_flash",
      "respondent_name": "Seed 1.6 Flash",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive and well-structured retrospective agenda that effectively addresses all the user's requirements, including psychological safety, surfacing real issues, actionable improvements, and time constraints."
    },
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "gemini_2_5_flash",
      "respondent_name": "Gemini 2.5 Flash",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive and well-structured retrospective agenda and facilitation guide that effectively addresses all requirements, including psychological safety, surfacing real issues, actionable improvements, and time constraints."
    },
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "gpt_oss_120b",
      "respondent_name": "GPT-OSS-120B",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive and well-structured retrospective agenda and facilitation guide that effectively addresses all the user's requirements, including psychological safety, surfacing real issues, actionable improvements, and time constraints."
    },
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "grok_4_1_fast",
      "respondent_name": "Grok 4.1 Fast",
      "weighted_score": 9.6,
      "brief_justification": "The response provides a well-structured and comprehensive retrospective agenda that effectively addresses all the user's requirements, including psychological safety, surfacing real issues, actionable improvements, and time constraints. The facilitation guide is detailed and practical."
    },
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "deepseek_v3",
      "respondent_name": "DeepSeek V3.2",
      "weighted_score": 9.8,
      "brief_justification": "The response provides a comprehensive and well-structured retrospective agenda and facilitation guide that effectively addresses all the user's requirements, including psychological safety, surfacing real issues, actionable improvements, and time constraints."
    },
    {
      "judge_key": "gemini_2_5_flash_lite",
      "judge_name": "Gemini 2.5 Flash Lite",
      "respondent_key": "glm_4_7",
      "respondent_name": "GLM-4-7",
      "weighted_score": 9.6,
      "brief_justification": "The response provides a well-structured and actionable retrospective agenda that effectively addresses all the user's requirements, including psychological safety, surfacing real issues, actionable improvements, and time constraints."
    }
  ],
  "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)"
  }
}