{
  "classification": "Hypothetical worksheet — illustrative dollars, not provider pricing",
  "note": "Assume 500 cases, four review minutes per reviewed case and one illustrative dollar per minute. Assisted outcomes reach 500 only if every repair succeeds; they are not autonomous successes. A lists API + tool cost 18; B lists API cost 27, with tool charges unreported, not measured zero. Currency is not specified as AUD or USD. Token/cache counts and median/p95 latency are unavailable. If accepted outcomes are zero, report spend and zero outcomes; cost per success is undefined.",
  "source": "/benchmarks/ai-editorial-2026-10-22/luna/ai-model-latency-cost-evaluation/",
  "sample": {
    "classification": "Invented assisted-workflow worksheet already present in the Luna article",
    "currency": "Illustrative dollars; the source does not specify AUD or USD. Do not imply current provider pricing.",
    "cases": 500,
    "review_minutes_per_case": 4,
    "illustrative_cost_per_review_minute": 1,
    "a": {
      "autonomous_successes": 440,
      "review_cases": 60,
      "source_api_and_tool_cost": 18,
      "review_minutes": 240,
      "total_assisted_cost": 258,
      "assisted_successes_if_all_repairs_succeed": 500,
      "cost_per_assisted_completion": 0.516,
      "autonomous_pass_rate": 0.88
    },
    "b": {
      "autonomous_successes": 475,
      "review_cases": 25,
      "source_api_cost": 27,
      "review_minutes": 100,
      "total_assisted_cost": 127,
      "assisted_successes_if_all_repairs_succeed": 500,
      "cost_per_assisted_completion": 0.254,
      "autonomous_pass_rate": 0.95
    },
    "limits": "All repairs succeeding is an explicit hypothetical assumption. Token/cache counts and median/p95 latency are not supplied. Zero accepted outcomes makes cost per success undefined; report spend and zero outcomes, not a finite ratio."
  },
  "tables": [
    {
      "title": "Hypothetical autonomous outcomes and review workload",
      "headings": [
        "Candidate",
        "Cases",
        "Autonomous successes",
        "Autonomous pass rate",
        "Review cases",
        "Review minutes"
      ],
      "rows": [
        [
          "A",
          500,
          440,
          "88%",
          60,
          240
        ],
        [
          "B",
          500,
          475,
          "95%",
          25,
          100
        ]
      ]
    },
    {
      "title": "Hypothetical assisted cost if every repair succeeds — illustrative dollars",
      "headings": [
        "Candidate",
        "Source-listed API / tool spend",
        "Assumed dollars / review minute",
        "Assisted total",
        "Successful assisted outcomes",
        "Cost / assisted completion"
      ],
      "rows": [
        [
          "A",
          "18 (API + tool)",
          1,
          258,
          500,
          0.516
        ],
        [
          "B",
          "27 (API only; tool charges unreported)",
          1,
          127,
          500,
          0.254
        ]
      ]
    }
  ]
}