{ "evaluation_id": "EVAL-20260402-185021", "question_id": "ANALYSIS-003", "question_text": "Two news articles cover the same event with different framing:\n\nSOURCE A: \"Tech Giant's Layoffs Signal Industry Crisis\"\n\"MegaCorp announced 5,000 layoffs today, joining a wave of tech cutbacks that experts say signals a fundamental shift in the industry. Former employees reported being escorted out by security. Stock dropped 3%.\"\n\nSOURCE B: \"MegaCorp Streamlines Operations for AI Future\" \n\"MegaCorp announced a strategic workforce realignment of 5,000 positions as part of its $2B investment in AI capabilities. CEO noted affected employees receive generous severance. Stock initially dipped but recovered by close.\"\n\nBoth cite \"the layoffs.\" What factual claims do they agree on? Where do they differ? What information would you need to determine which framing is more accurate?", "category": "analysis", "timestamp": "2026-01-28T00:00:00.000Z", "display_date": "Jan 28, 2026", "winner": { "name": "GPT-OSS-120B", "provider": "OpenAI", "score": 9.48 }, "avg_score": 9.034, "matrix_size": 89, "models_used": [ { "id": "claude_opus_46", "name": "Claude Opus 4.6", "provider": "openrouter" }, { "id": "gpt_5_4", "name": "GPT-5.4", "provider": "openrouter" }, { "id": "deepseek_v4", "name": "DeepSeek V4", "provider": "openrouter" }, { "id": "mimo_v2_flash", "name": "MiMo-V2-Flash", "provider": "Xiaomi" }, { "id": "claude_sonnet_46", "name": "Claude Sonnet 4.6", "provider": "openrouter" }, { "id": "grok_420", "name": "Grok 4.20", "provider": "openrouter" }, { "id": "gpt_oss_120b", "name": "GPT-OSS-120B", "provider": "OpenAI" }, { "id": "gemini_3_flash", "name": "Gemini 3 Flash Preview", "provider": "Google" }, { "id": "minimax_m25", "name": "MiniMax M2.5", "provider": "openrouter" }, { "id": "gemini_31_pro", "name": "Gemini 3.1 Pro", "provider": "openrouter" } ], "rankings": { "gpt_oss_120b": { "display_name": "GPT-OSS-120B", "provider": "OpenAI", "average_score": 9.48, "score_count": 9, "min_score": 8.55, "max_score": 10, "rank": 1 }, "mimo_v2_flash": { "display_name": "MiMo-V2-Flash", "provider": "Xiaomi", "average_score": 9.16, "score_count": 9, "min_score": 8.45, "max_score": 10, "rank": 2 }, "claude_opus_46": { "display_name": "Claude Opus 4.6", "provider": "openrouter", "average_score": 9.13, "score_count": 9, "min_score": 8.4, "max_score": 10, "rank": 3 }, "gpt_5_4": { "display_name": "GPT-5.4", "provider": "openrouter", "average_score": 9.1, "score_count": 8, "min_score": 8.4, "max_score": 10, "rank": 4 }, "grok_420": { "display_name": "Grok 4.20", "provider": "openrouter", "average_score": 9.04, "score_count": 9, "min_score": 8.2, "max_score": 9.8, "rank": 5 }, "minimax_m25": { "display_name": "MiniMax M2.5", "provider": "openrouter", "average_score": 8.95, "score_count": 9, "min_score": 8.25, "max_score": 9.8, "rank": 6 }, "gemini_3_flash": { "display_name": "Gemini 3 Flash Preview", "provider": "Google", "average_score": 8.94, "score_count": 9, "min_score": 8.45, "max_score": 9.8, "rank": 7 }, "gemini_31_pro": { "display_name": "Gemini 3.1 Pro", "provider": "openrouter", "average_score": 8.92, "score_count": 9, "min_score": 8.2, "max_score": 10, "rank": 8 }, "deepseek_v4": { "display_name": "DeepSeek V4", "provider": "openrouter", "average_score": 8.92, "score_count": 9, "min_score": 8, "max_score": 9.8, "rank": 9 }, "claude_sonnet_46": { "display_name": "Claude Sonnet 4.6", "provider": "openrouter", "average_score": 8.7, "score_count": 9, "min_score": 7.75, "max_score": 9.45, "rank": 10 } }, "judgments": [ { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 10, "brief_justification": "The response provides an exceptionally accurate, comprehensive, and insightful analysis of media framing, with clear structure and highly practical evaluation criteria." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 10, "brief_justification": "The response perfectly addresses all parts of the prompt with excellent structure, deep analytical insight into media framing, and highly practical steps for fact-checking." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9.8, "brief_justification": "The response perfectly addresses all parts of the prompt with excellent structure, clear comparisons, and insightful suggestions for verifying the framing." }, { "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 addresses all parts of the prompt with excellent structure, insightful analysis of media framing, and highly practical steps for fact-checking." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.95, "brief_justification": "The response is well-structured and insightful, effectively breaking down the differences and required verification steps. However, it incorrectly lists 'happening alongside other tech industry layoffs' as a point of agreement, as Source B does not mention this." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.95, "brief_justification": "" }, { "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 addresses all parts of the prompt with exceptional structure, depth, and clarity, utilizing highly effective tables to compare and contrast the sources." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 9.8, "brief_justification": "The response perfectly addresses all parts of the prompt with excellent structure, insightful analysis of media framing, and practical steps for fact-checking." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 9.8, "brief_justification": "The response perfectly addresses all parts of the prompt with excellent structure, accurate extraction of facts, and insightful suggestions for verification." }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 9.2, "brief_justification": "Excellent analysis that correctly identifies all shared facts, thoroughly catalogs differences in both content and framing, and proposes highly specific and actionable investigative questions. The conclusion about 'bias by omission' is insightful and accurate. The response is exceptionally well-organized with clear headers and bullet points. Minor deduction: the response appears to be cut off at the very end, and the conclusion could have been slightly more nuanced about the possibility that nei" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9.2, "brief_justification": "The response accurately identifies all shared factual claims, systematically catalogs the differences in framing across multiple dimensions (cause, tone, worker treatment, stock interpretation, broader context), and provides a thorough and well-organized list of what additional information would be needed to adjudicate between the two framings. The analysis is clear, well-structured, and demonstrates genuine critical thinking about media literacy. Minor room for improvement: could have briefly d" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9, "brief_justification": "The response accurately identifies the shared factual claims, clearly delineates the framing differences using an effective table format, and proposes thoughtful lines of inquiry to assess which framing is more accurate. The conclusion that neither is necessarily false but selectively highlights details is a nuanced and correct observation. Minor room for improvement in depth: could have discussed media literacy concepts more explicitly (e.g., framing theory, selection bias) or noted that Source" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9.2, "brief_justification": "Excellent analysis that correctly identifies all shared facts, systematically catalogs framing differences with a clear comparison table, and provides thoughtful, specific verification questions for each discrepancy. The insight that both could be 'technically true' (e.g., the stock scenario) demonstrates sophisticated media literacy. The summary noting 'selective truths' is well-grounded. Minor deduction: could have briefly mentioned source bias (e.g., industry trade publication vs. corporate P" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9.2, "brief_justification": "Excellent analysis that correctly identifies shared facts, pinpoints the stock price contradiction as a key factual discrepancy, and provides a well-structured comparison table. The insight about selective true facts being more misleading than outright falsehoods shows genuine depth. The response identifies concrete verification steps (SEC filings, employee agreements, analyst assessments) and avoids false balance while acknowledging both sources' limitations. Minor gap: could have noted Source " }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9.55, "brief_justification": "Exceptionally thorough and well-structured analysis. Correctly identifies all shared factual claims and precisely maps the framing differences between the two sources. The information needed section is comprehensive and practical, covering financial context, employee treatment, market context, stock details, and independent reporting. The bottom line synthesis is nuanced and avoids false balance while acknowledging both frames contain partial truths. Minor note: could have more explicitly flagge" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9.8, "brief_justification": "The response is exceptionally thorough and well-structured. It correctly identifies all shared facts, systematically catalogs the divergences in framing, and provides an extensive and practical list of information needed to adjudicate between the two framings. The tables are clear and well-organized. The addition of a fact-check checklist and a bottom-line summary adds practical value. The only minor note is that the depth of media literacy analysis could go slightly further—e.g., discussing sel" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 9.2, "brief_justification": "The response is exceptionally well-structured, correctly identifies all shared facts and divergences, and provides thoughtful, specific criteria for evaluating each frame's accuracy. The bottom line insight that accuracy can be partial and frame-dependent shows genuine analytical depth. Minor room for improvement: could have discussed source motivations (e.g., Source B may rely heavily on company PR) or noted the absence of independent expert quotes in Source B." }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 8.45, "brief_justification": "The response accurately identifies the shared facts and divergences, presents them clearly in a well-structured table, and offers a solid list of verification steps. The factual agreements are correctly identified, though it could have noted the subtle stock-price discrepancy more precisely (Source A says 3% drop as a final figure; Source B says it recovered—these aren't necessarily contradictory but could be). Depth is good but could go further—e.g., discussing how euphemistic language ('realig" }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 9, "brief_justification": "Accurately identifies shared facts, distinguishes framing versus factual differences, and specifies relevant evidence needed to assess which framing is better supported. Clear, organized, and insightful, though it slightly overstates likelihood that both are entirely true and ends abruptly." }, { "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": "Accurately identifies shared facts, distinguishes framing and claim differences, and names the key additional evidence needed to assess which framing is better supported. Clear, nuanced, and practical; only minor limitation is that it could more explicitly note both sources agree layoffs occurred rather than only saying workforce reductions." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.8, "brief_justification": "Accurately identifies shared facts and framing differences, and sensibly requests additional evidence such as severance details, stock movement, industry context, and primary sources. Clear and practical, with only minor room for deeper scrutiny of what is directly verifiable versus interpretive framing." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.45, "brief_justification": "Accurately identifies agreements and differences, covers needed verification steps, well-structured, offers insightful analysis and practical next steps." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9.2, "brief_justification": "Accurately identifies shared facts, distinguishes factual differences from framing, and specifies concrete evidence needed to assess which framing is more accurate. Clear, structured, and practical, with only minor overreach in inferring what would make one framing definitively 'more accurate.'" }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 7.75, "brief_justification": "Clear and thoughtful response that correctly identifies key overlaps and several differences, and it usefully asks for evidence to assess framing. However, it incorrectly says both sources agree this is happening alongside other tech industry layoffs, which Source B does not state, and it misses some shared facts such as MegaCorp announcing layoffs/position cuts and the stock dipping at least initially." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9, "brief_justification": "Accurately identifies shared facts, separates factual overlap from framing, and lists concrete evidence needed to judge the competing narratives. Clear, nuanced, and practically useful, with only minor overreach in inferring industry-wide pattern agreement from the excerpts." }, { "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": "Accurately identifies shared facts and framing differences, and gives a strong checklist for adjudicating the competing narratives. Slightly overstates one shared fact by inferring a public communication channel and could be more explicit that some claims remain unverified rather than factual." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 9, "brief_justification": "Accurately identifies shared facts, distinguishes factual versus interpretive differences, and specifies relevant evidence needed to assess the framing. Clear, well-structured, and practical, with only minor overreach in inferring closing-price details and broader conclusions not explicitly stated." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 8.6, "brief_justification": "Accurately identifies shared facts, distinguishes framing differences, and specifies relevant evidence needed to assess which framing is better supported. Clear and practical, though it could more explicitly separate agreed facts from disputed claims and note that both stock descriptions can simultaneously be true." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.65, "brief_justification": "Thorough analysis with clear distinctions and actionable insights." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9, "brief_justification": "Thorough, balanced analysis with clear identification of agreed facts, differences, and needed verification steps." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9, "brief_justification": "Highly accurate, thorough, and insightful analysis with clear actionable steps for verification." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9, "brief_justification": "Thorough, clear, and insightful analysis with practical verification steps." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.45, "brief_justification": "Accurate, thorough, and insightful analysis with clear structure." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9, "brief_justification": "Thorough, clear, and insightful analysis with practical value." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9.45, "brief_justification": "Highly accurate and thorough with excellent clarity and depth." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 8.65, "brief_justification": "Detailed analysis with clear distinctions and practical evaluation steps." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 8.65, "brief_justification": "Thorough analysis with clear distinctions and practical verification steps." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 9.2, "brief_justification": "Accurate, thorough, well-structured analysis with actionable insights and clear identification of biases." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9, "brief_justification": "Accurate, thorough, and insightful analysis with clear structure and practical guidance." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.8, "brief_justification": "Excellent analysis of factual agreements and differences, plus a comprehensive list of verification steps." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9.2, "brief_justification": "Accurate analysis of agreements and differences; thorough on needed verification; clear structure." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.8, "brief_justification": "Accurate factual comparison, thorough coverage, clear structure, insightful analysis on selective truth, and practical guidance on verification." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9, "brief_justification": "The response is highly accurate, comprehensive, and structured. It correctly identifies the limited factual overlap and details the specific linguistic and substantive differences in framing. The section on required information is exceptionally thorough, covering financial, operational, human, and market dimensions. The conclusion provides a balanced synthesis and actionable advice for seeking primary sources." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9.55, "brief_justification": "Comprehensive, accurate, and well-structured analysis with clear identification of agreements, differences, and actionable steps for verification." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 9.2, "brief_justification": "The response accurately identifies all agreed-upon facts and differences. It provides a comprehensive breakdown of the framing techniques and offers specific, actionable steps for a reader to verify the accuracy of each narrative." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 9.2, "brief_justification": "Excellent analysis of framing differences, clear identification of agreed facts, and comprehensive list of needed verification information." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.8, "brief_justification": "Excellent structured analysis identifying shared facts, framing differences, and specific investigative questions. Strong on bias-by-omission insight and practical verification steps. Minor issue: response appears cut off mid-sentence in the conclusion, slightly reducing completeness. Overall highly accurate, well-organized, and actionable." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.2, "brief_justification": "Excellent analysis that systematically identifies shared facts, differences, and verification needs. The stock comparison insight (both could be true simultaneously) is particularly sharp. Strong on sourcing critique and the honest acknowledgment that both framings can be partially true. The closing note about resisting confirmation bias adds practical value. Minor gap: could explore whether 'workforce realignment' vs 'layoffs' has legal/regulatory implications." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.8, "brief_justification": "The response accurately identifies shared facts and divergences between the two sources, including subtle differences like the stock price interpretation. It provides a thorough, well-organized list of what additional information would be needed to evaluate accuracy. The analysis goes beyond surface-level framing differences to examine motive, context, and verifiability. Minor room for improvement in depth around epistemological considerations of framing vs. factual accuracy." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.8, "brief_justification": "Well-structured analysis that accurately identifies agreed facts, clearly contrasts framing differences with a useful table, and provides actionable verification criteria. The conclusion appropriately notes that framing bias doesn't equal falsehood. Minor gap: could explore why security escorts and severance aren't necessarily contradictory, and could probe deeper into what 'generous' means contextually." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9.2, "brief_justification": "Excellent structured analysis that clearly separates agreed facts from framing differences, uses a helpful comparison table, and provides specific, actionable verification steps for each discrepancy. The response demonstrates strong media literacy and critical thinking, correctly identifying that both sources may contain selective truths. Minor limitation: could have noted the asymmetry in sourcing (Source A cites 'experts' and 'former employees' while Source B cites only the CEO) as an addition" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9.2, "brief_justification": "Excellent analysis that accurately identifies shared factual claims, systematically breaks down framing differences with specific textual evidence, and provides a comprehensive, actionable framework for evaluating accuracy. The bottom line adds valuable synthesis. Minor quibble: the third 'agreed fact' about industry-wide patterns is slightly less certain since both articles frame it differently, but overall this is a thorough, well-structured, and practically useful response." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9.55, "brief_justification": "Exceptionally thorough and well-structured response. Correctly identifies shared facts, systematically maps divergences across multiple dimensions, and provides a comprehensive, actionable framework for verification. The tables enhance clarity significantly. The response goes beyond surface-level analysis to distinguish between verifiable facts, interpretive framing, and missing context. Minor quibble: could have noted that 'workforce realignment' is itself a euphemism worth flagging, but overal" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 8.8, "brief_justification": "The response accurately identifies factual agreements and differences, uses clear structure, and provides actionable investigative questions. The 'Bottom Line' synthesis is particularly strong, acknowledging that both framings may capture different aspects of truth. Minor deduction for depth: could have explored the epistemological challenge of framing itself more rigorously, or noted that 'stock dropped 3%' vs 'recovered by close' may both be true simultaneously (intraday vs closing price), whi" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 9, "brief_justification": "Well-structured analysis that clearly identifies factual agreements, differences, and what additional information is needed. The table format enhances clarity. The response correctly identifies that both sources agree on the 5,000 positions and stock movement, while noting the framing differences around cause, employee treatment, and stock outcome. Could go slightly deeper on epistemological issues around framing vs. fabrication, but overall excellent." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.8, "brief_justification": "The response accurately identifies agreed facts (company, job cuts, initial stock dip), clearly delineates framing differences and omissions, and provides specific, actionable information needed to verify each framing. It is thorough, well-structured, and insightful on media bias without overstepping into speculation." }, { "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 accurately identifies shared facts (layoffs of 5000, stock movement), highlights key differences in framing/language/details/sourcing, and provides a thorough, insightful list of verifiable questions needed to assess accuracy. It is clearly structured, logically sound, and offers practical guidance for evaluating media narratives without bias." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.8, "brief_justification": "The response accurately identifies shared facts and differences in framing, provides a comprehensive list of needed evidence, and offers insightful analysis on media bias and verification methods." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.8, "brief_justification": "The response accurately identifies the shared facts (layoffs of 5000, initial stock drop) and clear differences in framing, tone, and additional details. It provides a structured, insightful analysis of biases and lists practical, actionable information needed for verification, making it thorough and useful." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.8, "brief_justification": "The response accurately identifies shared facts (company, scale, timing, stock movement) and differences in framing/details. It provides a structured, thorough breakdown with a clear table and specific verification steps needed, offering insightful analysis on subjectivity and external data requirements." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.8, "brief_justification": "The response accurately identifies agreements on layoffs and industry context, highlights verifiable differences including stock contradictions, and provides a structured, insightful analysis on framing biases with practical verification needs." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9, "brief_justification": "Excellent structured analysis that accurately identifies shared facts, framing differences, and specific verification needs with practical sources." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 8.6, "brief_justification": "The response accurately identifies shared facts (company, number affected, event timing, stock movement) and differences in framing, causes, employee treatment, and stock details. It provides a thorough, well-structured analysis with clear sections and actionable information needs for verification, offering insightful nuance on human vs. strategic aspects without factual errors." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 8.8, "brief_justification": "The response accurately identifies minimal agreed facts (5k cuts, some stock movement, announcement), systematically contrasts framings in a table, and lists specific verifiable information needed for accuracy assessment. It is logically sound, well-structured, insightful on media framing, and highly actionable for evaluating bias." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.45, "brief_justification": "Accurately identifies agreed facts and differences, offers thorough analysis and practical steps for verification, presented clearly and with good depth." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 8.8, "brief_justification": "Accurately identifies shared facts, outlines framing differences, and lists concrete verification steps; well‑structured and insightful, offering practical guidance." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.05, "brief_justification": "Accurately identifies shared facts and framing differences, clearly presented with a table, and suggests concrete info needed for verification, though it omits some nuanced differences like the AI investment mention." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.45, "brief_justification": "Accurate identification of shared facts and divergences, thorough coverage of verification needs, clear structure, insightful analysis, and practical steps for assessing framing." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.65, "brief_justification": "Accurately identifies shared facts, clearly contrasts framing, and lists concrete data needed for verification; well‑structured and insightful, though could include a few more minor details." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 8.45, "brief_justification": "Accurately identifies agreements and differences, offers clear structure, and suggests concrete data needed for verification, though could include a few more specifics." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 8.25, "brief_justification": "Accurately identifies agreed facts and differences, presents them clearly with a table, and lists relevant info needed for verification, though could include a few more nuanced points." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 10, "brief_justification": "The response is exceptionally thorough, accurately identifying the points of agreement and disagreement while providing a sophisticated framework for verifying the claims. It correctly identifies the 'bias by omission' and provides actionable steps for further investigation." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 10, "brief_justification": "The response provides a comprehensive and highly analytical breakdown of the two sources. It correctly identifies the shared facts, highlights the subtle differences in framing and sourcing, and provides a sophisticated list of verifiable questions to determine accuracy. The structure is excellent and the insights into media literacy are valuable." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9.8, "brief_justification": "The response provides a comprehensive and accurate breakdown of the factual agreements and disagreements between the two sources. It also offers a sophisticated list of investigative steps needed to verify the framing, covering financial, social, and industry-wide contexts." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9.8, "brief_justification": "The response accurately identifies the shared facts and the divergent framing. It provides a structured comparison and a logical list of data points needed to verify the narratives, demonstrating high analytical quality." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 10, "brief_justification": "The response is exceptionally thorough, accurately identifying the shared facts, contrasting the framing techniques, and providing a sophisticated list of external data points needed to verify the narratives. The structure is logical and easy to follow." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9.45, "brief_justification": "The response provides a highly structured and accurate breakdown of the agreement and disagreement points. It correctly identifies the stock price discrepancy as a verifiable contradiction and offers sophisticated insights into how selective facts shape narratives." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9.8, "brief_justification": "The response provides a comprehensive and highly accurate analysis of the two sources. It correctly identifies the shared facts, contrasts the framing techniques used by each source, and offers a sophisticated list of data points required to verify the accuracy of each narrative. The inclusion of specific resources like SEC filings and industry-specific platforms adds significant practical value." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 10, "brief_justification": "The response is exceptionally thorough, using a structured tabular format to compare the two sources. it correctly identifies all points of agreement and divergence, and provides a comprehensive list of external data points needed to verify the claims. The inclusion of a fact-check checklist adds significant practical value." }, { "judge_key": "gemini_3_flash", "judge_name": "Gemini 3 Flash Preview", "respondent_key": "minimax_m25", "respondent_name": "MiniMax M2.5", "weighted_score": 9.8, "brief_justification": "The response accurately identifies the shared facts and the divergent framing. It provides a comprehensive list of external data points needed to verify the narratives, demonstrating high analytical depth." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.2, "brief_justification": "Accurately identifies factual agreements and differences in framing. Provides useful categories of information needed to verify claims. Well-organized with clear headings. Introduces valuable concept of bias by omission. Slight deduction for completeness as response appears cut off at end." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 8.4, "brief_justification": "Accurately identifies shared facts and key differences in framing. Provides substantive analysis of journalistic choices and lists specific verifiable information needed to assess accuracy. Well-structured and insightful." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.4, "brief_justification": "Accurately identifies core agreed facts and key differences between framings. Provides comprehensive list of evidence needed for verification. Well-structured with clear headings. Insightful analysis goes beyond surface comparison, identifying specific investigative needs like whether eliminated roles are replaced by AI hiring, and whether severance is generous relative to industry norms. Practical and actionable recommendations for determining accuracy." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8, "brief_justification": "Clear, well-organized analysis with good depth. Correctly identifies common facts and key framing differences. Provides useful framework for assessing accuracy." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.6, "brief_justification": "Excellent analysis with accurate identification of factual agreements and framing differences. Clear table format enhances readability. Provides specific, actionable verification steps including stock data, severance details, financial statements, and broader market context. Slight room for depth improvement in exploring source motivations, but overall thorough and practical." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.45, "brief_justification": "Accurately identifies factual agreement (5,000 positions, industry layoffs, stock decline) and key differences. Correctly notes the stock price contradiction as a direct factual conflict. Provides good analysis of framing manipulation through selective facts and offers practical verification steps. Well-organized with clear table format." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.2, "brief_justification": "Clearly identifies factual agreement (5,000 positions, stock movement, industry pattern) and differences in framing with specific examples. Provides comprehensive list of verification methods. Well-structured with practical guidance." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 9.4, "brief_justification": "Thorough and well-organized analysis that correctly identifies six shared facts and seven points of divergence. Uses clear tables and structured sections. Provides specific, actionable information sources (SEC filings, stock data, expert analysis) needed to evaluate framing accuracy. Includes a practical fact-check checklist. Only minor deduction for not addressing potential bias of sources themselves." }, { "judge_key": "minimax_m25", "judge_name": "MiniMax M2.5", "respondent_key": "gemini_3_flash", "respondent_name": "Gemini 3 Flash Preview", "weighted_score": 8.8, "brief_justification": "Accurately identifies factual agreements and differences between sources. Well-organized with clear headings and logical flow. Provides substantive analysis of framing techniques and suggests specific, actionable evidence needed to evaluate each frame. Slightly more depth on evaluating Source A's crisis frame could strengthen the response." } ], "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)" } }