{
  "study_date": "2026-10-20",
  "title": "TokenHoloFold fresh operation evaluation",
  "preregistered": true,
  "source_and_learned_state_frozen": true,
  "operation_families": 1,
  "workload": "Synthetic structured patch/statistics requests",
  "unique_state_bound_requests": 300,
  "unique_raw_request_strings": 275,
  "boundary_controls": 100,
  "routes": [
    {
      "route": "native_customer",
      "supported_exact": 300,
      "supported_denominator": 300,
      "boundary_safe": 100,
      "boundary_denominator": 100,
      "wrong_supported_releases": 0,
      "boundary_false_releases": 0,
      "supported_not_released": 0,
      "exact_complete_process_ms": {
        "n": 300,
        "median": 131.16564649999998,
        "nearest_rank_p95": 150.155834,
        "min": 117.475334,
        "max": 287.494125
      }
    },
    {
      "route": "conventional_local",
      "supported_exact": 300,
      "supported_denominator": 300,
      "boundary_safe": 100,
      "boundary_denominator": 100,
      "wrong_supported_releases": 0,
      "boundary_false_releases": 0,
      "supported_not_released": 0,
      "exact_complete_process_ms": {
        "n": 300,
        "median": 104.525896,
        "nearest_rank_p95": 122.470666,
        "min": 94.610833,
        "max": 142.052709
      }
    },
    {
      "route": "provider_one_call",
      "supported_exact": 237,
      "supported_denominator": 300,
      "boundary_safe": 92,
      "boundary_denominator": 100,
      "wrong_supported_releases": 0,
      "boundary_false_releases": 8,
      "supported_not_released": 63,
      "exact_complete_process_ms": {
        "n": 237,
        "median": 1386.660833,
        "nearest_rank_p95": 1671.974084,
        "min": 1103.126083,
        "max": 2443.551875
      }
    }
  ],
  "provider_comparison": {
    "mutually_correct_n": 237,
    "eligible_n": 300,
    "native_ms": {
      "n": 237,
      "median": 130.686209,
      "nearest_rank_p95": 148.528125,
      "min": 117.475334,
      "max": 229.991834
    },
    "comparator_ms": {
      "n": 237,
      "median": 1386.660833,
      "nearest_rank_p95": 1671.974084,
      "min": 1103.126083,
      "max": 2443.551875
    },
    "comparator_over_native_paired_ratios": {
      "n": 237,
      "median": 10.642779293437824,
      "nearest_rank_p95": 12.700083291516755,
      "min": 6.956668731116776,
      "max": 16.993290813878694
    },
    "ratio_of_paired_medians": 10.6106133432947
  },
  "native_model_calls": 0,
  "conventional_local_model_calls": 0,
  "provider_calls": 355,
  "provider_retries": 0,
  "native_restart_exact": 30,
  "native_restart_count": 30,
  "native_warm_exact": 60,
  "native_warm_count": 60,
  "timing": "Primary: local process startup through response and exit; API route uses a persistent connection.",
  "comparability": "Conventional local and API routes share the numerical receiver, with lighter original release checks.",
  "scope": "This fixed model/prompt/tool configuration and operation family; no general customer coverage or energy claim.",
  "historical": "The 90.02x two-call trial and 95.05% representation study are separate measurements."
}