{
  "reviewedAt": "2026-10-22T19:23:18.288564+00:00",
  "method": "All answer texts read with AI assistance; fixed rules verified separately. No independent human panel or blind review. No overall score.",
  "models": [
    {
      "provider": "chat_gpt",
      "model": "gpt-6.1-sol",
      "label": "GPT-6.1 Sol",
      "calls": 9,
      "A": 3,
      "B": 3,
      "CExact": 3,
      "CMissingBudget": 3,
      "medianSeconds": 2.342521600003238,
      "minSeconds": 1.6085964000085369,
      "maxSeconds": 3.154795099995681,
      "costUsd": 0.01032,
      "inputTokens": 900,
      "outputTokens": 312,
      "reasoningTokens": 10
    },
    {
      "provider": "claude",
      "model": "claude-sonnet-5-5",
      "label": "Claude Sonnet 5.5",
      "calls": 9,
      "A": 3,
      "B": 3,
      "CExact": 1,
      "CMissingBudget": 3,
      "medianSeconds": 1.7210247999901185,
      "minSeconds": 1.1124382999987574,
      "maxSeconds": 2.494761900001322,
      "costUsd": 0.01606,
      "inputTokens": 1755,
      "outputTokens": 715,
      "reasoningTokens": 0
    },
    {
      "provider": "gemini",
      "model": "gemini-4-argon",
      "label": "Gemini 4 Argon",
      "calls": 9,
      "A": 3,
      "B": 2,
      "CExact": 3,
      "CMissingBudget": 3,
      "medianSeconds": 3.5085445000004256,
      "minSeconds": 1.9299615999916568,
      "maxSeconds": 21.30807920001098,
      "costUsd": 0.012098,
      "inputTokens": 1179,
      "outputTokens": 434,
      "reasoningTokens": 0
    }
  ],
  "checks": [
    {
      "runId": "provider-01",
      "answerSha256": "211677378bba3ac992d4e4e0575317b593502e7c40f0e4e392fe69e00b625313",
      "task": "A",
      "model": "gpt-6.1-sol",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-02",
      "answerSha256": "467998ba79062ed60715b6a1c9ea5946cdea910c468101c6cccc8b4ba84c623f",
      "task": "A",
      "model": "claude-sonnet-5-5",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-03",
      "answerSha256": "db4d6f28320ac701b9a19b7726c3af46414e38db88756e46d5a1a723f05e8761",
      "task": "A",
      "model": "gemini-4-argon",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-04",
      "answerSha256": "597300ce8d045a4cfcb93694463a186d2a8b6a18e386c7b88ba32be1e3570fdc",
      "task": "B",
      "model": "claude-sonnet-5-5",
      "passed": true,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-05",
      "answerSha256": "35bc35e5cf519eb017b1c3e431bf68b0d8611f221546db3c187ca9fb8045b808",
      "task": "B",
      "model": "gemini-4-argon",
      "passed": true,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-06",
      "answerSha256": "dc7171b4ea3da952cb9fc61c6f5f4587eb6ac2d0658f3e5e252039d0b148ae4b",
      "task": "B",
      "model": "gpt-6.1-sol",
      "passed": true,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-07",
      "answerSha256": "cf12db2a9abb51fc4123fdb6fa1746b6a543f104e3c97989431e9c7d4a44ce0d",
      "task": "C",
      "model": "gemini-4-argon",
      "passed": true,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    },
    {
      "runId": "provider-08",
      "answerSha256": "cf12db2a9abb51fc4123fdb6fa1746b6a543f104e3c97989431e9c7d4a44ce0d",
      "task": "C",
      "model": "gpt-6.1-sol",
      "passed": true,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    },
    {
      "runId": "provider-09",
      "answerSha256": "96f12deed1d7ad7e4444f4b2be886df4bd9c09a4e713a3c9d278336b6f649227",
      "task": "C",
      "model": "claude-sonnet-5-5",
      "passed": false,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    },
    {
      "runId": "provider-10",
      "answerSha256": "977b8fe91fcda35ee77055cdd35fea782bf18b6171f1767cc88507ab255fba6d",
      "task": "A",
      "model": "claude-sonnet-5-5",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-11",
      "answerSha256": "66f800bb95c65ac81d6688f58cf707e68414b26ce407fd879a77a454894fd767",
      "task": "A",
      "model": "gemini-4-argon",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-12",
      "answerSha256": "211677378bba3ac992d4e4e0575317b593502e7c40f0e4e392fe69e00b625313",
      "task": "A",
      "model": "gpt-6.1-sol",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-13",
      "answerSha256": "35bc35e5cf519eb017b1c3e431bf68b0d8611f221546db3c187ca9fb8045b808",
      "task": "B",
      "model": "gemini-4-argon",
      "passed": true,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-14",
      "answerSha256": "dc7171b4ea3da952cb9fc61c6f5f4587eb6ac2d0658f3e5e252039d0b148ae4b",
      "task": "B",
      "model": "gpt-6.1-sol",
      "passed": true,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-15",
      "answerSha256": "597300ce8d045a4cfcb93694463a186d2a8b6a18e386c7b88ba32be1e3570fdc",
      "task": "B",
      "model": "claude-sonnet-5-5",
      "passed": true,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-16",
      "answerSha256": "cf12db2a9abb51fc4123fdb6fa1746b6a543f104e3c97989431e9c7d4a44ce0d",
      "task": "C",
      "model": "gpt-6.1-sol",
      "passed": true,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    },
    {
      "runId": "provider-17",
      "answerSha256": "24fa733c716a7cce6fef8dc4990bc3cd243e0977dd50d05fd6dfa356eef69113",
      "task": "C",
      "model": "claude-sonnet-5-5",
      "passed": true,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    },
    {
      "runId": "provider-18",
      "answerSha256": "cf12db2a9abb51fc4123fdb6fa1746b6a543f104e3c97989431e9c7d4a44ce0d",
      "task": "C",
      "model": "gemini-4-argon",
      "passed": true,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    },
    {
      "runId": "provider-19",
      "answerSha256": "66f800bb95c65ac81d6688f58cf707e68414b26ce407fd879a77a454894fd767",
      "task": "A",
      "model": "gemini-4-argon",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-20",
      "answerSha256": "211677378bba3ac992d4e4e0575317b593502e7c40f0e4e392fe69e00b625313",
      "task": "A",
      "model": "gpt-6.1-sol",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-21",
      "answerSha256": "977b8fe91fcda35ee77055cdd35fea782bf18b6171f1767cc88507ab255fba6d",
      "task": "A",
      "model": "claude-sonnet-5-5",
      "passed": true,
      "sourceFacts": {
        "internalTestWednesday4November": true,
        "testFilesReady": true,
        "continuationUndecided": true,
        "noExternalCustomerData": true
      },
      "twoSentences": true,
      "noInventedYearOrDecision": true,
      "method": "AI-assisted editorial reading of each answer; provider identity visible; no independent human panel"
    },
    {
      "runId": "provider-22",
      "answerSha256": "dc7171b4ea3da952cb9fc61c6f5f4587eb6ac2d0658f3e5e252039d0b148ae4b",
      "task": "B",
      "model": "gpt-6.1-sol",
      "passed": true,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-23",
      "answerSha256": "597300ce8d045a4cfcb93694463a186d2a8b6a18e386c7b88ba32be1e3570fdc",
      "task": "B",
      "model": "claude-sonnet-5-5",
      "passed": true,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-24",
      "answerSha256": "315c0886ca2b8562ef1584415e4f84e8d2229c396170784219bb1a27d4a9eb45",
      "task": "B",
      "model": "gemini-4-argon",
      "passed": false,
      "contentValuesCorrect": true,
      "diagnosticOnly": "Content inspected separately inside Markdown fences; original strict score unchanged."
    },
    {
      "runId": "provider-25",
      "answerSha256": "9e87f84b327152eac4b354998108946c0a11c4eed033b6a32baba4149b997ba6",
      "task": "C",
      "model": "claude-sonnet-5-5",
      "passed": false,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    },
    {
      "runId": "provider-26",
      "answerSha256": "cf12db2a9abb51fc4123fdb6fa1746b6a543f104e3c97989431e9c7d4a44ce0d",
      "task": "C",
      "model": "gemini-4-argon",
      "passed": true,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    },
    {
      "runId": "provider-27",
      "answerSha256": "cf12db2a9abb51fc4123fdb6fa1746b6a543f104e3c97989431e9c7d4a44ce0d",
      "task": "C",
      "model": "gpt-6.1-sol",
      "passed": true,
      "missingBudgetRecognized": true,
      "fabricatedBudget": false,
      "method": "AI-assisted semantic reading plus frozen exact-format rule; extra explanation fails format only"
    }
  ],
  "costUsd": 0.038478,
  "calls": 27,
  "deepseek": {
    "tested": false,
    "reason": "No confirmed access; unavailable through tested DataForSEO LLM endpoint"
  },
  "formatVsFact": "Gemini B3 contains correct values inside Markdown fences; Claude C1/C3 correctly identify missing budget but add explanation. Format deviations, not fabricated data.",
  "allRawAnswersPreserved": true
}
