{ "evaluation_id": "EVAL-20260402-231136", "question_id": "COMM-016", "question_text": "Explain how HTTPS works to someone who only knows that 'the lock icon means secure.' Cover: (1) What actually happens when you type https://example.com, (2) Why you need certificates, (3) What a man-in-the-middle attack is, (4) Why public WiFi is risky even with HTTPS. Use analogies only — no technical terms (no 'encryption,' 'certificate,' 'handshake'). Max 400 words.", "category": "communication", "timestamp": "2026-04-02T23:11:36.179Z", "display_date": "Apr 02, 2026", "winner": { "name": "Claude Opus 4.6", "provider": "openrouter", "score": 9 }, "avg_score": 8.114, "matrix_size": 87, "models_used": [ { "id": "grok_420", "name": "Grok 4.20", "provider": "openrouter" }, { "id": "claude_sonnet_46", "name": "Claude Sonnet 4.6", "provider": "openrouter" }, { "id": "gpt_5_4", "name": "GPT-5.4", "provider": "openrouter" }, { "id": "gemini_31_pro", "name": "Gemini 3.1 Pro", "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, "score_count": 8, "min_score": 8.25, "max_score": 9.8, "rank": 1 }, "gpt_5_4": { "display_name": "GPT-5.4", "provider": "openrouter", "average_score": 8.75, "score_count": 9, "min_score": 8, "max_score": 9.8, "rank": 2 }, "claude_sonnet_46": { "display_name": "Claude Sonnet 4.6", "provider": "openrouter", "average_score": 8.7, "score_count": 8, "min_score": 8, "max_score": 9.45, "rank": 3 }, "grok_420": { "display_name": "Grok 4.20", "provider": "openrouter", "average_score": 8.69, "score_count": 8, "min_score": 8.15, "max_score": 9.45, "rank": 4 }, "gpt_oss_120b": { "display_name": "GPT-OSS-120B", "provider": "OpenAI", "average_score": 8.38, "score_count": 9, "min_score": 7.35, "max_score": 9.6, "rank": 5 }, "deepseek_v4": { "display_name": "DeepSeek V4", "provider": "openrouter", "average_score": 8.08, "score_count": 9, "min_score": 6.55, "max_score": 9, "rank": 6 }, "mimo_v2_flash": { "display_name": "MiMo-V2-Flash", "provider": "Xiaomi", "average_score": 8.02, "score_count": 9, "min_score": 6.55, "max_score": 9.45, "rank": 7 }, "gemini_31_pro": { "display_name": "Gemini 3.1 Pro", "provider": "openrouter", "average_score": 7.41, "score_count": 9, "min_score": 5.85, "max_score": 8.8, "rank": 8 }, "mistral_small_creative": { "display_name": "Mistral Small Creative", "provider": "Mistral", "average_score": 7.31, "score_count": 9, "min_score": 4.8, "max_score": 9, "rank": 9 }, "seed_16_flash": { "display_name": "Seed 1.6 Flash", "provider": "openrouter", "average_score": 6.8, "score_count": 9, "min_score": 4.15, "max_score": 8.8, "rank": 10 } }, "judgments": [ { "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": "Accurate analogy covering all requested points, clear structure, good insight for a lay audience, and practical explanation of risks." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.2, "brief_justification": "Accurate analogies covering all points, clear structure, good insight though some nuances are simplified, and useful for a lay audience." }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.8, "brief_justification": "The response covers all four required topics accurately and almost entirely through analogies. The analogies are intuitive and well-chosen. Technical terms like 'encryption,' 'certificate,' and 'handshake' are avoided (though 'proof of identity' is used, which is an analogy rather than a technical term). The public WiFi section correctly notes metadata leakage and potential for misdirection, though it could have gone slightly deeper on why WiFi specifically amplifies risk (e.g., the shared mediu" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.55, "brief_justification": "Excellent use of analogies throughout, maintaining accessibility while covering all four required topics. The explanation is well-structured, stays within word limits, and avoids technical jargon almost entirely (minor slip: 'certificates' appears in the heading but is immediately reframed as 'trusted referee/notary'). The public WiFi section is slightly imprecise — the claim about rerouting envelopes 'before the notary check happens' is a bit hand-wavy and could mislead, and the DNS-level risks" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 7.45, "brief_justification": "The response uses excellent, consistent analogies that are easy to follow and avoids technical jargon as required. The padlock/Mayor's seal analogies for public-key exchange and certificate authorities are accurate and creative. However, the response is clearly cut off mid-sentence in section (4), leaving the public WiFi risk explanation incomplete. This significantly hurts completeness. The first three sections are well done, but the truncation means the answer fails to fully address all four r" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.35, "brief_justification": "The response uses consistent, accessible analogies throughout and covers all four required topics within the word limit. The explanation of HTTPS connection setup, certificates, MITM attacks, and public WiFi risks are all accurate and well-structured. Minor deductions: the public WiFi section slightly overstates risks (e.g., 'mess with the delivery in other sneaky ways' is vague and could be misleading), and the response does use the word 'certificate' in a parenthetical despite the instruction " }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 6.55, "brief_justification": "The analogies are generally clear and accessible, but the response uses several forbidden technical terms: 'encryption' is avoided but 'certificate' appears in the heading for section 2, 'handshake' is avoided, yet the word 'certificates' appears in the parenthetical. More importantly, terms like 'scrambled,' 'secret code,' and 'lock' are used well as analogies, but the explanation of public WiFi risks is somewhat weak—it doesn't clearly explain WHY public WiFi is risky even with HTTPS beyond va" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 7.35, "brief_justification": "The analogies are clear and accessible, and the response covers all four required topics within the word limit without using forbidden technical terms. However, there are some accuracy issues: the explanation of why public WiFi is risky even with HTTPS is somewhat weak—it mentions metadata leakage (timing, size, addresses) which is good, but the 'fake badge' scenario on public WiFi isn't well-distinguished from the general MITM attack, and it doesn't clearly explain why public WiFi specifically " }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 7.35, "brief_justification": "The analogy is creative and mostly accurate. Points 1-3 are well-handled. However, point 4 is weak: the explanation of why public WiFi is risky even with HTTPS is somewhat misleading. The real risks (DNS spoofing, captive portal attacks, shoulder surfing, unpatched vulnerabilities, SSL stripping) aren't well captured by 'jamming the door' or 'blocking the notary.' The response also uses the word 'certificate' indirectly (calling it a 'card' is fine) but does slip in saying 'secret code' which bo" }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 6.95, "brief_justification": "The response covers all four required topics with decent analogies, but violates multiple constraints. It uses technical terms explicitly (encryption concept aside, it literally says 'certificate,' 'Certificate Authority,' 'DNS system,' 'handshake') despite the instruction to avoid them. It also far exceeds the 400-word limit (roughly 700+ words). The analogy for public WiFi risks is somewhat misleading—calling HTTPS a 'see-through envelope' contradicts the locked box analogy and is factually qu" }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 7.8, "brief_justification": "Accurately uses analogies to cover all requested points, clear structure, but some nuances missing and depth could be higher." }, { "judge_key": "claude_opus_46", "judge_name": "Claude Opus 4.6", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 5.55, "brief_justification": "The analogies are generally accessible but have significant accuracy issues. The MITM explanation incorrectly implies the attacker can easily forge the 'stamp' (certificate), which undermines the entire point of PKI/certificate authorities. The public WiFi section similarly suggests HTTPS can be trivially defeated on public WiFi by faking stamps, which is misleading—HTTPS largely protects you even on public WiFi; the real risks are different (e.g., shoulder surfing, DNS attacks, captive portal t" }, { "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": "Accurate and accessible analogy-only explanation that covers all four requested points well, avoids banned technical terms, and gives practical nuance about public WiFi risks. Minor simplifications keep it from being fully precise." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8, "brief_justification": "Clear, accurate analogy-driven explanation that covers all requested points and mostly avoids technical language, though it uses forbidden terms like 'certificates' and includes a somewhat oversimplified claim about publicly agreeing on a secret language and WiFi rerouting before the lock check." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 5.85, "brief_justification": "Uses strong analogies and mostly accurate ideas, especially for identity checking and middleman attacks, but the response is cut off and leaves the public WiFi explanation incomplete. It also oversimplifies the process and misses key parts of what happens when visiting a site." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9, "brief_justification": "Accurate and accessible analogy-based explanation that covers all four requested points within the word limit and mostly avoids technical terms. Minor issue: it explicitly uses the forbidden term 'certificate' once and slightly simplifies some details about public WiFi risks." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.2, "brief_justification": "Clear, accessible analogy-driven explanation that covers all requested points and mostly avoids jargon. Minor issues: it uses prohibited technical terms and slightly oversimplifies how trust and public WiFi risks work." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 7.75, "brief_justification": "Clear, accessible analogy-driven explanation that covers all requested points and mostly avoids technical terms. Some analogies are imperfect or slightly misleading, especially around who checks the badge and how public Wi‑Fi risks persist with HTTPS." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.4, "brief_justification": "Clear, well-structured analogies that cover all requested points and mostly stay accurate. Minor issues: it overstates privacy as guaranteed, suggests public WiFi could 'force' you to talk to an impostor, and implies the site card itself contains a secret only the shopkeeper knows. Still very understandable and practical for the target audience." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 6.8, "brief_justification": "Covers all requested topics with helpful analogies, but it violates the prompt by using banned technical terms like certificate, handshake, DNS, HTTPS, and clear text. Some analogies are also misleading, especially the 'see-through envelope' claim for public WiFi even with HTTPS." }, { "judge_key": "gpt_5_4", "judge_name": "GPT-5.4", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 5.75, "brief_justification": "Clear analogy-driven explanation and it covers all requested areas, but it violates the no-technical-terms rule by using 'certificate' and overstates what the lock guarantees. It also inaccurately suggests attackers on public WiFi can simply read HTTPS traffic or make fake stamps look real, which misrepresents HTTPS protections and MITM difficulty." }, { "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, "brief_justification": "Excellent use of consistent analogies throughout. Covers all four required topics accurately and engagingly. Avoids technical terms as instructed. The decoder ring, permission slip, and imposter analogies are intuitive and well-connected. The public WiFi section correctly notes metadata exposure and rogue networks. Minor limitation: doesn't fully explore the 'fake WiFi as MITM' scenario in depth, but within the word constraint this is reasonable. Overall a very strong, accessible explanation." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8, "brief_justification": "The response uses effective analogies throughout and covers all four required topics without using forbidden technical terms. The business license and made-up language analogies work well. The public WiFi section is slightly weaker—it mentions 'where you're going' (metadata) which is accurate but the explanation of how attackers exploit public WiFi could be clearer. The word count appears within limits. Minor issue: 'proof of identity' borders on technical but is acceptable as plain language. Ov" }, { "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, "brief_justification": "The analogies are creative and mostly effective — the padlock/wax seal/Mayor framework works well for explaining certificates and MITM attacks. However, the response is cut off mid-sentence in point (4), leaving the public WiFi explanation incomplete. The instruction said no technical terms, and 'encryption' and 'certificate' were avoided, but the response is truncated before finishing the final point, which significantly hurts completeness and usefulness. The first three sections are well-handl" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.35, "brief_justification": "Excellent use of consistent analogies throughout, well-structured, and stays within word limit. Correctly explains the core concepts without technical jargon. Minor issue: the public WiFi section slightly undersells the risks (e.g., rogue access points, SSL stripping) but is accurate for what it covers. The briefcase/ID card analogy is intuitive and memorable. Very practical and accessible for the target audience." }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 7.55, "brief_justification": "The response uses effective analogies and covers all four required topics clearly. However, it slips in a few near-technical terms ('scrambled,' 'secret code,' 'phishing') that border on technical language the prompt forbade. The public WiFi section is somewhat weak—it doesn't fully explain the actual risks (like fake hotspots or DNS manipulation) in analogy form, and the man-in-the-middle explanation is slightly superficial. Overall well-structured and accessible, staying mostly within the anal" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 8.2, "brief_justification": "The response uses consistent, accessible analogies throughout and covers all four required topics well within the word limit. The sealed-box and badge metaphors are effective and mostly accurate. Minor issue: the public WiFi section slightly conflates traffic analysis with MITM attacks and the explanation of why public WiFi is risky beyond HTTPS is a bit muddled (the risk isn't just about badge-swapping but also about unencrypted traffic on the same network). No technical terms are used as instr" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 7.75, "brief_justification": "The analogy-based explanation is creative and mostly accurate. The shopkeeper/booth/notary framework works well for explaining certificates and MITM attacks. However, point (4) about public WiFi risks is somewhat weak and partially inaccurate — the main risk on public WiFi with HTTPS isn't about reaching the notary or outdated cards, but rather about fake access points or SSL stripping attacks, which aren't well captured. The response stays within the no-technical-terms constraint effectively an" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 6.4, "brief_justification": "The response uses good analogies and covers all four required topics, but it repeatedly violates the core constraint: 'no technical terms.' It uses 'DNS system,' 'Certificate Authority,' 'HTTPS,' 'man-in-the-middle attack' (labeled as such), and 'clear text' — all explicitly forbidden. The analogy work is creative and mostly effective, but the word count also appears to significantly exceed 400 words (closer to 600+), violating another explicit constraint. The golden key/certificate analogy is s" }, { "judge_key": "claude_sonnet_46", "judge_name": "Claude Sonnet 4.6", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 4.95, "brief_justification": "The response uses analogies but fails the core constraint: it uses forbidden technical terms ('certificate,' 'encryption' is avoided but 'certificate' appears explicitly). The man-in-the-middle explanation is muddled—it conflates MITM with simple eavesdropping and doesn't clearly explain why HTTPS normally prevents it (the whole point of certificates). The public WiFi section essentially repeats the MITM section without explaining what's actually different about public WiFi risk (e.g., fake netw" }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.8, "brief_justification": "The response perfectly follows all instructions, including the strict negative constraints (no specific technical terms, under 400 words). The analogies are accurate, cohesive, and effectively explain complex cryptographic concepts like metadata leakage and MITM attacks to a layperson." }, { "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, including negative constraints. It uses excellent, cohesive analogies to explain complex concepts accurately and clearly within the word limit." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.15, "brief_justification": "The response explains the concepts clearly using excellent analogies and covers all required points. However, it violates the negative constraint by using the forbidden word 'certificate' in a heading." }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.2, "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": 8.05, "brief_justification": "" }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 6.55, "brief_justification": "" }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 4.8, "brief_justification": "" }, { "judge_key": "gemini_31_pro", "judge_name": "Gemini 3.1 Pro", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 4.15, "brief_justification": "" }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 8.25, "brief_justification": "The response uses effective analogies to explain all four required points without technical terms. It accurately covers the processes, importance of verification, MITM risks, and public WiFi limitations in an accessible way. Minor deduction for slight oversimplification on public WiFi risks." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.25, "brief_justification": "Uses effective analogies to explain all required points accurately without technical terms. Covers the four topics thoroughly in a clear, accessible way. Minor deduction for slightly stretching the public WiFi risks beyond pure HTTPS mechanics." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9, "brief_justification": "The response uses effective analogies to explain all four required points accurately without any technical terms. It is clear, well-structured, and stays under the word limit while providing insightful explanations." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 6.35, "brief_justification": "Good analogies for HTTPS basics and MITM, but incomplete (cuts off mid-sentence in section 4), misses full public WiFi risk explanation, and slightly stretches the padlock analogy beyond standard certificate concepts." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8.25, "brief_justification": "The response accurately explains HTTPS using only analogies as instructed, covers all four required points effectively, maintains clarity with simple language and structure, provides good but not overly advanced insights, and is highly useful for the target audience. Minor deduction on depth as some nuances like certificate chains are simplified." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 8.25, "brief_justification": "The response uses effective analogies to explain all required points accurately without technical terms. It covers the four specified topics thoroughly in a clear, engaging way under the word limit, though the public WiFi section slightly stretches the courier analogy." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 7.4, "brief_justification": "The analogy is creative and mostly accurate in conveying HTTPS concepts without technical terms. It covers all four required points. Minor inaccuracies exist (e.g. notary checking paperwork, secret code on card, jamming the door) but the overall explanation remains logically valid and accessible. Word count is well under limit." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 7.5, "brief_justification": "The response uses effective analogies and covers all required points clearly. However, it violates the 'no technical terms' rule multiple times (e.g., 'DNS', 'Certificate Authority', 'HTTPS') and exceeds the 400-word limit (word count ~480)." }, { "judge_key": "grok_420", "judge_name": "Grok 4.20", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 6.35, "brief_justification": "Uses good analogies and covers all required points without technical terms, but has some inaccuracies (e.g. implying the stamp/certificate is on the user's envelope rather than from the site) and incomplete explanation of how the trusted courier is verified in the MITM scenario." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.6, "brief_justification": "Accurate, clear, and insightful with practical analogies." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9, "brief_justification": "Excellent use of analogies to explain complex concepts clearly and accurately. Covers all requested points with insightful depth and practical relevance." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.8, "brief_justification": "Excellent use of analogies to explain complex concepts clearly and accurately. Covers all requested points with insightful depth and practical value." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 8.6, "brief_justification": "Clear analogies make complex concepts accessible, though some technical nuances are simplified." }, { "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 exceptionally 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": 8.6, "brief_justification": "Clear analogies make complex concepts accessible, though some technical depth is sacrificed for simplicity." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 9, "brief_justification": "Highly accurate, thorough, and clear with effective analogies. Covers all requested points and provides practical advice." }, { "judge_key": "deepseek_v4", "judge_name": "DeepSeek V4", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 8.8, "brief_justification": "Excellent use of analogies to explain complex concepts clearly and accurately." }, { "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": "Accurately uses analogies to cover all required points, clear structure, good insight for lay audience, minor depth limits on WiFi risks." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.4, "brief_justification": "Accurately uses analogies to cover all requested points, clear and thorough, with solid insight and practical explanation for a non‑technical audience." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8, "brief_justification": "Accurately covers all requested points with clear analogies, stays within word limit, and offers practical advice, though some simplifications limit depth." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8.65, "brief_justification": "Accurately covers all requested points with clear analogies, thorough explanation, and practical insight for a non‑technical audience." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 7.1, "brief_justification": "Covers all required points with clear analogies, but violates the no‑technical‑term rule and includes minor inaccuracies, reducing correctness while still being fairly complete, clear, and useful." }, { "judge_key": "gpt_oss_120b", "judge_name": "GPT-OSS-120B", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 8.25, "brief_justification": "Accurate analogies cover all required points clearly; good depth for lay audience and practical for understanding HTTPS basics." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.2, "brief_justification": "Excellent use of analogies, particularly the decoder ring and permission slip, to explain complex concepts without technical jargon. Covers all requested points thoroughly and accurately. The explanation of public WiFi risks is nuanced and practical." }, { "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": "Excellent use of analogies to explain complex concepts without technical jargon. Covers all required points accurately and clearly." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9.2, "brief_justification": "Excellent use of analogies to explain complex concepts without technical jargon. Covers all required points thoroughly and accurately. The 'secret language' analogy for encryption and 'notary letter' for certificates are particularly effective." }, { "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 use of analogies to explain complex concepts without technical jargon. The explanation is clear and accurate. Completeness is slightly reduced because the response cuts off mid-sentence at the end of point 4." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9, "brief_justification": "Excellent use of consistent analogies to explain complex concepts without technical terms. Covers all requested points thoroughly and accurately." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9, "brief_justification": "Accurate analogies, covers all points thoroughly, very clear structure, good insight on risks, practical advice." }, { "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": "Excellent use of consistent analogies to explain complex concepts without technical jargon. Covers all requested points thoroughly and clearly." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 9, "brief_justification": "Accurate analogies, covers all points thoroughly, very clear structure, good insight, and practical advice." }, { "judge_key": "mimo_v2_flash", "judge_name": "MiMo-V2-Flash", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 8.6, "brief_justification": "Uses consistent analogies effectively, covers all requested points clearly, and avoids technical terms as instructed." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 9.45, "brief_justification": "Perfectly accurate analogies that simplify complex concepts without oversimplifying. Covers all requested points (1-4) with vivid, relatable examples. The public WiFi analogy is especially insightful, addressing metadata risks and fake networks. Only minor omission: could briefly mention how the 'permission slip' (certificate) is verified by a trusted authority (e.g., browser's list of trusted teachers)." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 9.45, "brief_justification": "Perfectly accurate analogies that cover all key points (identity verification, MITM, public Wi-Fi risks) without technical jargon. The response is engaging, thorough, and avoids oversimplification while staying accessible. Only minor omission: could briefly mention how the 'secret language' is established (e.g., 'like agreeing on a codebook before talking')." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 9.45, "brief_justification": "Perfectly accurate analogies that simplify complex concepts without oversimplifying. Covers all requested points (1-4) thoroughly, with vivid, relatable examples. The public WiFi explanation is particularly insightful, addressing a nuanced risk (DNS spoofing) without technical jargon. Highly practical for a non-technical audience." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 8.8, "brief_justification": "Highly accurate analogies that simplify complex concepts without oversimplifying. Covers all key points (connection, identity, MITM, public WiFi) with vivid, relatable examples. Minor omission: the public WiFi risk could briefly mention *metadata* (e.g., 'which banks you visit') to round out the analogy." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "grok_420", "respondent_name": "Grok 4.20", "weighted_score": 9.45, "brief_justification": "Perfectly accurate analogy with no technical jargon. Covers all requested points (address entry, ID verification, MITM, public WiFi risks) in a vivid, easy-to-follow narrative. Only minor omission is not explicitly stating the 'lock icon' appears *after* verification (though implied)." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 9, "brief_justification": "Exceptionally clear and engaging analogies that simplify HTTPS without oversimplifying. Covers all key points (locks, trust, spies, public WiFi) with vivid, relatable examples. Minor depth trade-off for clarity, but highly effective for the target audience." }, { "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": "Perfectly accurate analogies that simplify complex concepts without oversimplifying. Covers all requested points (1-4) with vivid, easy-to-follow examples. Depth is excellent—explains *why* each step matters (e.g., badge verification, public Wi-Fi risks) without jargon. Highly practical for the target audience." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 9.45, "brief_justification": "Perfectly accurate analogies that cover all key points (HTTPS process, certificates, MITM, public WiFi risks) without technical jargon. The town-square analogy is intuitive and engaging, and the response stays within the word limit while maintaining depth. Minor omission: could briefly mention how the 'booth' (encrypted connection) prevents eavesdropping, but this doesn’t detract from the overall quality." }, { "judge_key": "mistral_small_creative", "judge_name": "Mistral Small Creative", "respondent_key": "seed_16_flash", "respondent_name": "Seed 1.6 Flash", "weighted_score": 8.8, "brief_justification": "Exceptionally clear analogies (mail/courier) that simplify HTTPS without technical jargon. Covers all 4 points logically, though 'public WiFi' analogy could delve slightly deeper into *why* it’s riskier (e.g., fake mailboxes as rogue hotspots). No factual errors; practical and engaging." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "claude_opus_46", "respondent_name": "Claude Opus 4.6", "weighted_score": 8.65, "brief_justification": "Accurate analogies cover all required points, clear structure, insightful analysis of limitations, and practical real-world value." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "gpt_5_4", "respondent_name": "GPT-5.4", "weighted_score": 8.45, "brief_justification": "Accurately uses analogies to cover all required points, with clear logic and practical insights." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "claude_sonnet_46", "respondent_name": "Claude Sonnet 4.6", "weighted_score": 8.2, "brief_justification": "Accurately uses analogies to cover all required points, clear and structured, with insightful explanations of each component's purpose." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "gemini_31_pro", "respondent_name": "Gemini 3.1 Pro", "weighted_score": 6, "brief_justification": "Uses clear analogies but has inaccuracies (e.g., certificate as a wax seal) and incomplete coverage of public WiFi, limiting depth and completeness." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "deepseek_v4", "respondent_name": "DeepSeek V4", "weighted_score": 8, "brief_justification": "Clear analogies effectively cover all required points with good accuracy and practical value." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "gpt_oss_120b", "respondent_name": "GPT-OSS-120B", "weighted_score": 8.2, "brief_justification": "Accurately uses analogies to explain all required points, clear and structured, with practical takeaways." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "mimo_v2_flash", "respondent_name": "MiMo-V2-Flash", "weighted_score": 8, "brief_justification": "Clear analogies cover all required points, with practical insights and minimal technical terms." }, { "judge_key": "seed_16_flash", "judge_name": "Seed 1.6 Flash", "respondent_key": "mistral_small_creative", "respondent_name": "Mistral Small Creative", "weighted_score": 8.2, "brief_justification": "Clear analogies, thorough coverage of all points, and practical advice enhance understanding." } ], "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)" } }