{ "evaluation_id": "EVAL-20260402-233502", "question_id": "COMM-021", "question_text": "Write a 60-second elevator pitch for each of these: (1) A startup that uses AI to detect infrastructure defects from drone footage. Audience: a VC partner at a cocktail party. (2) The same startup. Audience: a city infrastructure manager at a conference. (3) The same startup. Audience: your grandmother at Thanksgiving dinner. Each should be natural, conversational, and end with a clear next step.", "category": "communication", "timestamp": "2026-04-02T23:35:02.132Z", "display_date": "Apr 02, 2026", "winner": { "name": "Claude Opus 4.6", "provider": "openrouter", "score": 9.22 }, "avg_score": 8.838, "matrix_size": 89, "models_used": [ { "id": "gpt_5_4", "name": "GPT-5.4", "provider": "openrouter" }, { "id": "claude_sonnet_46", "name": "Claude Sonnet 4.6", "provider": "openrouter" }, { "id": "gemini_31_pro", "name": "Gemini 3.1 Pro", "provider": "openrouter" }, { "id": "grok_420", "name": "Grok 4.20", "provider": "openrouter" }, { "id": "deepseek_v4", "name": "DeepSeek V4", "provider": "openrouter" }, { "id": "gpt_oss_120b", "name": "GPT-OSS-120B", "provider": "OpenAI" }, { "id": "mimo_v2_flash", "name": "MiMo-V2-Flash", "provider": "Xiaomi" }, { "id": "mistral_small_creative", "name": "Mistral Small Creative", "provider": "Mistral" }, { "id": "seed_16_flash", "name": "Seed 1.6 Flash", "provider": "openrouter" }, { "id": "claude_opus_46", "name": "Claude Opus 4.6", "provider": "openrouter" } ], "rankings": { "claude_opus_46": { "display_name": "Claude Opus 4.6", "provider": "openrouter", "average_score": 9.22, "score_count": 9, "min_score": 8.65, "max_score": 9.75, "rank": 1 }, "mistral_small_creative": { "display_name": "Mistral Small Creative", "provider": "Mistral", "average_score": 9.16, "score_count": 8, "min_score": 8.35, "max_score": 9.8, "rank": 2 }, "grok_420": { "display_name": "Grok 4.20", "provider": "openrouter", "average_score": 9.09, "score_count": 9, "min_score": 8.25, "max_score": 10, "rank": 3 }, "gpt_oss_120b": { "display_name": "GPT-OSS-120B", "provider": "OpenAI", "average_score": 9.08, "score_count": 9, "min_score": 8.55, "max_score": 10, "rank": 4 }, "claude_sonnet_46": { "display_name": "Claude Sonnet 4.6", "provider": "openrouter", "average_score": 9.04, "score_count": 9, "min_score": 8.25, "max_score": 10, "rank": 5 }, "mimo_v2_flash": { "display_name": "MiMo-V2-Flash", "provider": "Xiaomi", "average_score": 8.99, "score_count": 9, "min_score": 8.2, "max_score": 10, "rank": 6 }, "gpt_5_4": { "display_name": "GPT-5.4", "provider": "openrouter", "average_score": 8.98, "score_count": 9, "min_score": 8.2, "max_score": 9.8, "rank": 7 }, "seed_16_flash": { "display_name": "Seed 1.6 Flash", "provider": "openrouter", "average_score": 8.85, "score_count": 9, "min_score": 7.75, "max_score": 10, "rank": 8 }, "deepseek_v4": { "display_name": "DeepSeek V4", "provider": "openrouter", "average_score": 8.64, "score_count": 9, "min_score": 8.05, "max_score": 9.6, "rank": 9 }, "gemini_31_pro": { "display_name": "Gemini 3.1 Pro", "provider": "openrouter", "average_score": 7.33, "score_count": 9, "min_score": 4.05, "max_score": 9.6, "rank": 10 } }, "judgments": [ { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9, "brief_justification": "All three pitches are well-tailored to their audiences with appropriate tone, vocabulary, and framing. The VC pitch emphasizes market opportunity and scalability; the city manager pitch focuses on workflow integration and practical benefits; the grandmother pitch uses simple analogies and accessible language. Each ends with a clear, appropriate next step. The pitches are natural and conversational as requested. Minor nitpick: the VC pitch could have included a brief mention of traction/metrics a" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9.55, "brief_justification": "All three pitches are natural, conversational, and expertly tailored to their audiences. The VC pitch nails market sizing, traction, and urgency. The infrastructure manager pitch leads with a pain-point question and offers concrete ROI. The grandmother pitch uses perfect analogies and has a charming, authentic tone. Each ends with a clear, appropriate next step. The summary table adds genuine analytical depth. The only minor note is that some specific claims (e.g., $50B market, 34% cost reductio" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.1, "brief_justification": "The two completed pitches are excellent - natural, conversational, well-tailored to their audiences, with clear next steps and appropriate tone shifts. However, the response is incomplete: pitch #2 is cut off mid-sentence and pitch #3 (grandmother) is entirely missing. This significantly impacts completeness and usefulness since only 1.5 of 3 requested pitches were delivered. The existing content demonstrates strong understanding of audience adaptation and pitch structure." }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9, "brief_justification": "All three pitches are well-tailored to their audiences with natural, conversational tone. The VC pitch hits ROI, market traction, and data flywheel. The infrastructure manager pitch addresses practical concerns like FAA waivers, lane closures, and workflow integration. The grandmother pitch uses accessible analogies without being condescending. Each ends with a clear, appropriate next step. Minor nitpick: the specific stats (20x faster, 70-80% reduction) are plausible but unverifiable claims pre" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.35, "brief_justification": "All three pitches are well-tailored to their audiences with appropriate tone, vocabulary, and framing. Each ends with a clear next step. The VC pitch hits traction and market size, the infrastructure manager pitch addresses pain points and ROI, and the grandmother pitch is charmingly simple. Minor critiques: the VC pitch could mention market size or competitive moat more explicitly, and some of the specific numbers (90% accuracy, 40% reduction) feel invented without context. The depth of audienc" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9, "brief_justification": "All three pitches are well-tailored to their audiences, conversational in tone, and end with clear next steps. The VC pitch hits market size, traction, and unit economics. The city manager pitch addresses pain points, integration, and compliance. The grandmother pitch uses relatable analogies without condescension. Minor nitpick: the fabricated statistics (94% accuracy, $3M savings) are plausible but could mislead if taken literally, and the 'bee-size drone' analogy slightly oversimplifies. Over" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9.35, "brief_justification": "All three pitches are well-tailored to their audiences with appropriate tone, vocabulary, and framing. Each ends with a clear, natural next step. The VC pitch hits market size, unit economics, and scalability. The city manager pitch addresses pain points like budget, safety, and disruption. The grandmother pitch uses relatable analogies and avoids jargon entirely. Minor quibble: the 99% accuracy claim is unsubstantiated and could be seen as a stretch, and some pitches might run slightly over 60 " }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 8.55, "brief_justification": "All three pitches are well-tailored to their audiences with appropriate tone, language, and framing. Each ends with a clear next step as requested. The VC pitch correctly emphasizes market size and traction; the city manager pitch focuses on practical pain points; the grandmother pitch uses relatable analogies. Minor issues: the pitches run slightly long for 60 seconds (especially #1 and #2), and some specific numbers (40% reduction, 25% fewer false positives) are fabricated placeholders that co" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 8.55, "brief_justification": "All three pitches are well-tailored to their audiences with appropriate tone, vocabulary, and framing. Each ends with a clear next step. The VC pitch effectively hits market size, traction, and ask. The city manager pitch addresses pain points and offers a concrete trial. The grandmother pitch is warm and relatable. Minor issues: the VC pitch's opening question about portfolio companies feels slightly forced, and some stats (30% miss rate, 95% accuracy) are fabricated but reasonable placeholders" }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9, "brief_justification": "Delivers all three audience-tailored pitches with natural tone and clear next steps. Strong structure, persuasive details, and good adaptation by audience. Minor drawback: several specific metrics and claims are invented/hypothetical, which is acceptable for sample pitches but slightly reduces strict factual grounding." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.4, "brief_justification": "Strong audience adaptation, clear structure, and each pitch ends with a concrete next step. Mostly natural and practical, though a few claims feel overly specific or unsubstantiated, and the meta commentary was not requested." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 4.05, "brief_justification": "The response starts strong and tailors the first two pitches appropriately, but it is incomplete: the second pitch is cut off mid-sentence and the third pitch for the grandmother is missing entirely. What is present is clear and mostly plausible, though some claims are unsupported and the failure to deliver all requested pitches significantly reduces usefulness." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.8, "brief_justification": "Strong audience adaptation, conversational tone, and clear next steps in all three pitches. Content is plausible and well-structured; only slight risk is a few unsupported specific claims like accuracy and customer results." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.35, "brief_justification": "Well tailored to each audience, conversational, and each ends with a clear next step. Strong structure and practical value. Slightly weakened by some possibly inflated or unsupported claims and limited nuance around procurement, workflow integration, or technical differentiation." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 8.55, "brief_justification": "Strong audience tailoring, clear structure, and each pitch ends with a concrete next step. The response is thorough and practical, though some specific claims (accuracy, savings, market size, bee-size drone) feel invented or slightly implausible without context." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.2, "brief_justification": "Strong audience tailoring, clear structure, and each pitch ends with a next step. The only notable weakness is a few potentially overstated claims like '99% accuracy' and 'instantly' without support, and the grandmother pitch’s next step is more casual than business-oriented but still clear." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 9.2, "brief_justification": "Strong, audience-tailored pitches that are clear, conversational, and each end with a concrete next step. Very complete and practical. Minor drawback: some metrics and claims feel generic or invented, and the added 'why this works/key takeaways' goes beyond the direct ask." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 7.75, "brief_justification": "Strong audience tailoring and clear next steps for all three pitches. The response is complete and practical, but some claims feel exaggerated or implausibly specific for a natural elevator pitch, which hurts accuracy and realism slightly." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.55, "brief_justification": "Exceptional response that nails all three audience adaptations with distinct tone, vocabulary, and framing. The VC pitch includes ARR, margins, and market opportunity; the infrastructure manager pitch focuses on operational pain points and measurable outcomes; the grandmother pitch uses perfect analogies (Netflix, face recognition) without being condescending. Each ends with a concrete, natural next step. Minor quibble: the pitches run slightly long for a strict 60-second format, but the content" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9.15, "brief_justification": "All three pitches are well-tailored to their audiences, using appropriate vocabulary and framing for each. The VC pitch hits market opportunity and differentiation, the city manager pitch focuses on workflow integration and practical benefits, and the grandmother pitch uses accessible analogies without being condescending. Each ends with a natural, specific next step. The pitches are conversational and feel authentic rather than scripted. Minor deduction on depth for the VC pitch, which could ha" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 7.95, "brief_justification": "Two of the three pitches are excellent—well-tailored, natural, metric-driven, and ending with clear next steps. The VC pitch is strong with specific claims (60% cost reduction, SaaS model, DOT pilots). The infrastructure manager pitch is empathetic and practical. However, the response is incomplete—the grandmother pitch (#3) is entirely missing, and the infrastructure manager pitch is cut off mid-sentence without a closing or next step. This significantly hurts completeness. The two pitches that" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9.15, "brief_justification": "All three pitches are well-tailored to their audiences with appropriate vocabulary, tone, and detail level. The VC pitch hits traction and ROI, the infrastructure manager pitch addresses operational specifics and compliance concerns, and the grandmother version uses accessible analogies. Each ends with a concrete, natural next step. Minor deduction on depth for the VC pitch which could mention market size or competitive moat more explicitly." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.35, "brief_justification": "All three pitches are well-tailored to their respective audiences, conversational in tone, and end with clear next steps. The VC pitch includes compelling metrics (90% accuracy, 40% cost reduction, pilot traction) that resonate with investors. The infrastructure manager pitch speaks to pain points directly. The grandmother pitch is appropriately simplified and warm. Minor weaknesses: the VC pitch opens with a slightly clichéd 'imagine a world' framing, and the depth of differentiation (what make" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9, "brief_justification": "All three pitches are well-crafted, audience-appropriate, and naturally conversational. The VC pitch includes market size, traction, and unit economics; the infrastructure manager pitch focuses on pain points and ROI; the grandmother version uses accessible analogies. Each ends with a clear, actionable next step. Minor deduction on depth for the VC pitch—could briefly mention competitive differentiation or moat—but overall excellent execution across all three audiences." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9.15, "brief_justification": "All three pitches are well-crafted, audience-appropriate, and end with clear next steps. The VC pitch hits market size and metrics; the infrastructure manager pitch focuses on pain points and ROI; the grandmother pitch uses perfect analogies and warmth. Tone shifts are natural and convincing. Minor quibble: the 99% accuracy claim in the VC pitch is unsubstantiated and could raise eyebrows, but overall this is an excellent, highly actionable response." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 8.55, "brief_justification": "All three pitches are well-tailored to their respective audiences with appropriate tone shifts, relevant pain points, and clear next steps. The VC pitch effectively hits ROI and market size; the infrastructure manager pitch focuses on operational pain and a trial offer; the grandmother pitch is warm and relatable with a charming closing. Minor issue: the VC pitch runs slightly long for a true 60-second delivery and includes a few too many statistics that might feel rehearsed at a cocktail party." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.75, "brief_justification": "The response perfectly tailors the pitch to each audience, demonstrating deep understanding of their distinct priorities. The pitches are natural, conversational, and end with excellent calls to action, though they run slightly over a strict 60-second speaking time." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9.8, "brief_justification": "The response perfectly follows all instructions, providing three distinct, well-tailored pitches that fit the 60-second constraint, adopt the right tone for each audience, and end with clear, appropriate next steps." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 10, "brief_justification": "The response perfectly executes the prompt, delivering three distinct, highly tailored pitches that hit the exact right tone for each audience. The inclusion of a breakdown table adds exceptional depth and usefulness." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 10, "brief_justification": "The response perfectly executes the prompt, providing three distinct, highly tailored, and conversational elevator pitches that fit the 60-second constraint and end with appropriate next steps. The depth of audience understanding is exceptional." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9.6, "brief_justification": "The response perfectly tailors the core message to three distinct audiences, maintaining a natural tone and ending with appropriate next steps. The pitches are slightly shorter than 60 seconds but highly effective." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 10, "brief_justification": "The response perfectly executes the prompt, providing three distinct, highly tailored, and realistic elevator pitches. The tone and focus for each audience are spot-on, and the word counts align perfectly with a 60-second spoken pitch." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 10, "brief_justification": "The response perfectly executes the prompt, delivering three highly tailored, conversational pitches that accurately target their respective audiences while ending with clear, context-appropriate next steps." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 9.8, "brief_justification": "The response perfectly executes the prompt, providing three distinct, well-tailored pitches that fit the 60-second constraint, adopt the right tone, and end with clear next steps. The added explanations enhance the depth and usefulness." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 10, "brief_justification": "The response perfectly executes the prompt, delivering three highly tailored, natural-sounding pitches that fit the 60-second constraint and end with appropriate next steps. The tone shifts demonstrate a deep understanding of the different audiences." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 8.8, "brief_justification": "The response delivers three natural, conversational pitches perfectly tailored to each audience, each ending with a clear next step. Content is factually sound, logically structured, and provides insightful differentiation by audience while covering key startup details." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9, "brief_justification": "The response fully addresses the query with three natural, conversational pitches tailored to each audience, each ending with a clear next step. Content is accurate, well-structured, and highly practical." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.25, "brief_justification": "The pitches are natural, conversational, audience-tailored, and each ends with a clear next step as requested. They accurately adapt the same core product story effectively across contexts with appropriate language and proof points." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 5.8, "brief_justification": "The response provides two well-tailored pitches but is incomplete as it cuts off mid-sentence in the second pitch and entirely omits the third pitch for the grandmother. The existing content is natural and audience-appropriate but fails to fully address the query." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.05, "brief_justification": "Pitches are natural, conversational, audience-appropriate, and each ends with a clear next step. Minor deduction on depth as they stay high-level without deeper technical or business insight." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 8.8, "brief_justification": "The response delivers three natural, conversational 60-second pitches perfectly tailored to each audience. Each ends with a clear next step, uses appropriate language and examples, and effectively communicates the startup's value while staying within time constraints." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.25, "brief_justification": "The pitches are natural, conversational, audience-appropriate, and each ends with a clear next step. They accurately capture the startup's value while adjusting tone, jargon, and focus effectively. Minor deduction for slight length variations and the grandmother version feeling a bit less like a true elevator pitch." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 9, "brief_justification": "The response delivers three natural, conversational pitches tailored to each audience, each ending with a clear next step. Content is factually sound, logically structured, and highly practical." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 8.25, "brief_justification": "The pitches are natural, audience-tailored, and end with clear next steps. They accurately capture the startup's value while adapting tone and focus effectively. Slight deduction on depth as they remain high-level without deeper technical or market nuance." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.25, "brief_justification": "Accurate, thorough, and clear with good depth and practical value." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.8, "brief_justification": "Accurate, thorough, and well-structured pitches tailored to each audience." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.6, "brief_justification": "Accurate, tailored pitches with clear next steps and strong audience adaptation." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.6, "brief_justification": "Accurate, well-structured, and tailored to each audience with clear next steps." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9.25, "brief_justification": "Accurate, well-structured, and tailored to each audience with clear next steps." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9, "brief_justification": "Accurate, thorough, and clear with good depth and practical value." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9, "brief_justification": "Accurate, well-structured, and tailored effectively to each audience with clear next steps." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 9.8, "brief_justification": "Highly accurate, thorough, clear, insightful, and practical pitches tailored to each audience." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 9, "brief_justification": "Tailored, clear, and actionable pitches for each audience." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 8.65, "brief_justification": "Provides accurate, detailed, and audience-tailored pitches with clear next steps; well-structured and insightful, offering practical examples for each stakeholder." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.25, "brief_justification": "Accurate and well-tailored pitches for each audience, clear and actionable, with good but not exhaustive depth on market and technical details." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.65, "brief_justification": "Accurate, covers all three audiences with clear structure and next steps, offers insightful market context and analogies, and provides practical, ready-to-use pitches." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 5.3, "brief_justification": "The pitches are factually plausible and well‑structured for the VC and city manager, but the response is incomplete (missing the grandmother pitch and cuts off the second pitch), reducing overall completeness, clarity, depth, and practical usefulness." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.25, "brief_justification": "Pitches are factually sound, cover key benefits and next steps for each audience, are clearly phrased, show moderate depth (especially for technical audiences), and provide actionable follow‑ups." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.2, "brief_justification": "Pitches are accurate, well-tailored, clear, and include actionable next steps; depth is adequate for brief pitches." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.35, "brief_justification": "Accurate, covers all three audiences with clear, tailored pitches and actionable next steps; well‑structured and easy to follow, offering useful material for immediate use." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 8.35, "brief_justification": "Pitches meet the brief, are clear and well‑structured, include realistic data and a clear next step; minor factual assumptions keep correctness from being perfect, depth is solid for a pitch but not overly detailed." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 8.4, "brief_justification": "The response delivers three well‑structured, audience‑specific pitches with clear next steps and relevant details. It stays factual within a hypothetical context, covers the required content, and offers actionable suggestions, though some performance claims lack verification." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.55, "brief_justification": "Excellent, tailored pitches with strong structure, clear next steps, and appropriate depth for each audience." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9, "brief_justification": "Accurate, thorough, and well-structured pitches tailored to each audience with clear next steps." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9.55, "brief_justification": "Accurate, thorough, and exceptionally well-structured with deep audience adaptation and clear action steps." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.6, "brief_justification": "Excellent structure and audience adaptation. The first two pitches are highly effective. The third pitch is cut off mid-sentence, preventing a full evaluation of the 'next step' requirement, but the approach is sound." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9, "brief_justification": "Accurate, thorough, and well-structured pitches tailored to each audience with clear next steps." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9, "brief_justification": "Excellent adaptation to three distinct audiences with appropriate language, value props, and clear next steps. All pitches are natural and conversational." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9, "brief_justification": "Accurate, thorough, and well-structured pitches tailored to each audience with clear next steps." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 9.55, "brief_justification": "All three pitches are factually accurate, thoroughly cover the topic with tailored content, are exceptionally clear and well-structured, provide insightful audience-specific analysis, and offer high practical value with clear next steps." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 9.55, "brief_justification": "All pitches are accurate, audience-specific, and actionable with clear next steps." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.6, "brief_justification": "All three pitches are **exceptionally tailored** to their audiences—VC (business metrics, scalability, ROI), city manager (operational pain points, compliance, efficiency), and grandmother (relatable analogies, simplicity, emotional appeal). The VC pitch nails financials and market timing; the city manager version highlights practical workflow improvements; the grandmother pitch is **masterfully** simplified without losing accuracy. Each ends with a **clear, actionable next step** (deck, demo, o" }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9.6, "brief_justification": "All three pitches are factually accurate, logically valid, and tailored perfectly to their audiences. They cover the core value proposition thoroughly while remaining concise and conversational. The depth is strong—each pitch balances technical detail with accessibility, and the practical next steps are clear and actionable. The VC pitch highlights market opportunity, the city manager pitch focuses on workflow integration, and the grandmother pitch simplifies without oversimplifying. Minor tweak" }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9.6, "brief_justification": "All three pitches are tailored perfectly to their audiences with flawless correctness, completeness, and clarity. The depth of audience-specific language (e.g., ROI for VC, cost reduction for manager, doctor analogy for grandma) and the practical next steps make them highly useful. The table summarizing differences adds extra value." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 9.6, "brief_justification": "All three pitches are **exceptionally tailored** to their audiences—VC (metrics/scalability), city manager (pain points/safety), and grandmother (simplicity/relatability). The **correctness** is flawless; the **completeness** covers all critical angles (cost, safety, speed, ROI). **Clarity** is near-perfect, with **depth** achieved through audience-specific examples (e.g., '5x faster backlogs' for city managers). **Usefulness** is maximized with clear next steps (email, demo, or 'tell your frien" }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9.6, "brief_justification": "All three pitches are **flawlessly tailored** to their audiences—VC (data-driven, ROI-focused), city manager (operational efficiency, compliance), and grandmother (relatable, visual, and warm). **Correctness** is perfect (no inaccuracies). **Completeness** covers all key points (tech, ROI, workflows, and next steps) without overloading. **Clarity** is exceptional—natural, conversational, and engaging. **Depth** is strong: VC gets financial traction, manager gets efficiency metrics, grandmother g" }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9.4, "brief_justification": "All three pitches are **factually accurate**, **tailored perfectly** to their audiences (VC, city manager, grandmother), and **end with clear next steps**. The VC pitch highlights **traction and cost savings** (key for investors), the city manager pitch focuses on **efficiency and problem-solving** (relevant to their pain points), and the grandmother pitch is **simple, relatable, and engaging** without jargon. The **depth** is strong for the VC and city manager pitches, while the grandmother ver" }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9.6, "brief_justification": "All three pitches are **exceptionally tailored** to their audiences—VC (data-driven, market-focused), city manager (operational efficiency, ROI), and grandmother (relatable analogy, simplicity). **Correctness** is flawless (accurate claims, no exaggerations). **Completeness** is near-perfect (covers tech, pilot results, and next steps). **Clarity** is outstanding (natural, conversational, and engaging). **Depth** is strong (VC gets unit economics; city manager gets integration details; grandma g" }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9.8, "brief_justification": "All three pitches are **perfectly tailored** to their audiences—VC (data-driven, scalable), city manager (cost/safety-focused, actionable), and grandmother (relatable, jargon-free). The **correctness** is flawless (no inaccuracies), **completeness** covers all key angles (tech, market, safety, cost), and **clarity** is exceptional (natural, conversational, no filler). The **depth** is strong (e.g., 99% accuracy, 30% cost reduction, pilot offers), and **usefulness** is off the charts (each ends w" }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 9.6, "brief_justification": "All pitches are factually accurate, tailored to the audience’s needs, and structured with clear next steps. The VC pitch highlights market size and ROI, the city manager pitch focuses on efficiency and risk mitigation, and the grandmother pitch emphasizes safety and relatability. Each is concise, engaging, and actionable." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 8.8, "brief_justification": "Accurate, comprehensive, and tailored to each audience with clear next steps." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.2, "brief_justification": "Accurate, tailored pitches with clear structure and actionable next steps, providing depth for different audiences." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.8, "brief_justification": "Pitches are tailored to each audience, factually accurate, and include clear next steps. The analysis of differences adds depth, and the framework is practical." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8, "brief_justification": "Accurate with clear metrics; tailored to each audience; conversational and structured; insightful beyond surface; practical with clear next steps, though second pitch is incomplete." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.8, "brief_justification": "Pitches are factually accurate, cover all key points, are clear and conversational, provide insightful audience-specific angles, and include actionable next steps." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.45, "brief_justification": "Pitches are factually accurate, tailored to each audience, clear, insightful, and actionable." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 8.8, "brief_justification": "Accurate, thorough, clear, insightful, and actionable for each audience." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.8, "brief_justification": "Accurate, tailored to each audience, clear, insightful, and actionable with clear next steps." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 9, "brief_justification": "Pitches are factually accurate, cover all requirements, are clear and structured, provide insightful audience analysis, and offer practical value." } ], "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)" } }