{
  "anomalies": [],
  "cross_checks": [
    {
      "expected_percent": 58.0,
      "name": "q30 high-pressure fixed-pd TTFT mean regret",
      "observed_percent": 57.97674051508896,
      "passed": true
    },
    {
      "expected_percent": 33.0,
      "name": "q235 A0 fixed-pd TPOT mean regret",
      "observed_percent": 33.025510615656906,
      "passed": true
    },
    {
      "expected_percent": 33.0,
      "name": "q235 A1 fixed-pd TPOT mean regret",
      "observed_percent": 33.025510615656906,
      "passed": true
    },
    {
      "expected_percent": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "name": "q30 trace-pd all-objective regret",
      "observed_percent": [
        0.0,
        0.0,
        0.0,
        0.0,
        0.0,
        0.0
      ],
      "passed": true
    },
    {
      "expected_percent": [
        21.2,
        0.3
      ],
      "name": "q235 Trace-PO TTFT p90 A0 to A1 regret",
      "observed_percent": [
        21.17895828808376,
        0.2607797240047338
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      "passed": true
    },
    {
      "expected_percent": [
        33.0,
        37.2,
        30.7,
        34.6,
        33.0,
        37.2,
        30.7,
        34.6
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      "name": "q235 Fixed-PD TPOT/E2E regrets unchanged from A0 to A1",
      "observed_percent": [
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        37.228890038064755,
        30.67524317507717,
        34.56375801249614,
        33.025510615656906,
        37.228890038064755,
        30.67524317507717,
        34.56375801249614
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      "passed": true
    }
  ],
  "data_gaps": [],
  "definitions": {
    "config_uniform_scale": "geomean_c(sim_c / real_c) over paired configs",
    "failure": "regret > 0.05",
    "fragile_success": "winner match and real best-vs-second relative margin < 0.01",
    "h_scale_verdict": "HOLDS iff failure equals (top-3 log-ratio spread > log1p(real relative margin))",
    "log_ratio_spread_all": "max_c(log(sim_c / real_c)) - min_c(log(sim_c / real_c))",
    "log_ratio_spread_real_top3": "log-ratio spread over the three configs with lowest real objective values",
    "objective_direction": "all objectives are minimized",
    "pair_inversion": "real_c > real_w and sim_c < sim_w, equivalently delta_c < -m_c",
    "real_pair_margin_percent": "100 * log(real_c / real_w)",
    "real_relative_margin_best_vs_second": "real_second / real_best - 1",
    "regret": "real_sim_winner / real_best - 1, recomputed from per-config values",
    "signed_pairwise_delta_percent": "100 * (log(sim_c / sim_w) - log(real_c / real_w)); negative favors c relative to real",
    "winner_deciding_axis": "axis difference between real winner w and sim winner s; none for a winner match",
    "winner_pair_tie": "sim_s == sim_w with real_s > real_w; a decision-boundary winner-label mismatch, not a strict inversion"
  },
  "directional_summary": {
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        "case": "q30 trace-pd",
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        "case": "q30 fixed-pd high",
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      {
        "case": "q30 fixed-po high",
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        "n_tie_mns": 4,
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      {
        "case": "q30 fixed-pd low",
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      {
        "case": "q30 fixed-po low",
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      {
        "case": "q235 A0 fixed-pd",
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        "n_tie_mns": 1,
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      {
        "case": "q235 A0 fixed-po",
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        "n_inv_tp": 4,
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        "n_tie_tp": 0
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      {
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      {
        "case": "q235 A0 trace-po",
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        "n_tie_mns": 0,
        "n_tie_tp": 0
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      {
        "case": "q235 A1 fixed-pd",
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        "n_inv_tp": 4,
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      {
        "case": "q235 A1 fixed-po",
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        "n_tie_mns": 0,
        "n_tie_tp": 0
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      {
        "case": "q235 A1 trace-pd",
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        "n_tie_tp": 0
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      {
        "case": "q235 A1 trace-po",
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        "n_tie_mixed": 0,
        "n_tie_mns": 2,
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    ],
    "axis_inversions_total": {
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      "mns-axis": 17,
      "tp-axis": 32
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    "axis_ties_total": {
      "mixed": 0,
      "mns-axis": 14,
      "tp-axis": 0
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    "boundary_winner_ties": [
      {
        "case": "q30 fixed-po high",
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        "real_winner": "tp4_mns32",
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        "winner_deciding_axis": "mns-axis"
      },
      {
        "case": "q30 fixed-po high",
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        "winner_deciding_axis": "mns-axis"
      },
      {
        "case": "q30 fixed-po high",
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      },
      {
        "case": "q30 fixed-po high",
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        "sim_winner": "tp4_mns16",
        "winner_deciding_axis": "mns-axis"
      },
      {
        "case": "q30 fixed-po low",
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        "real_winner": "tp4_mns8",
        "sim_winner": "tp4_mns16",
        "winner_deciding_axis": "mns-axis"
      },
      {
        "case": "q30 fixed-po low",
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        "real_winner": "tp4_mns8",
        "sim_winner": "tp4_mns16",
        "winner_deciding_axis": "mns-axis"
      },
      {
        "case": "q30 fixed-po low",
        "objective": "e2e_mean_ms",
        "real_winner": "tp4_mns8",
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      },
      {
        "case": "q30 fixed-po low",
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        "real_winner": "tp4_mns8",
        "sim_winner": "tp4_mns16",
        "winner_deciding_axis": "mns-axis"
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      {
        "case": "q30 trace-po low",
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        "real_winner": "tp4_mns8",
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        "winner_deciding_axis": "mns-axis"
      },
      {
        "case": "q30 trace-po low",
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        "sim_winner": "tp4_mns16",
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      {
        "case": "q235 A0 fixed-pd",
        "objective": "ttft_p90_ms",
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        "sim_winner": "tp8_ep8_mns128",
        "winner_deciding_axis": "mns-axis"
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      {
        "case": "q235 A1 fixed-pd",
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        "real_winner": "tp8_ep8_mns64",
        "sim_winner": "tp8_ep8_mns128",
        "winner_deciding_axis": "mns-axis"
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      {
        "case": "q235 A1 trace-po",
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        "sim_winner": "tp8_ep8_mns128",
        "winner_deciding_axis": "mns-axis"
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      {
        "case": "q235 A1 trace-po",
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        "real_winner": "tp8_ep8_mns64",
        "sim_winner": "tp8_ep8_mns128",
        "winner_deciding_axis": "mns-axis"
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    "fragile_success_count": 6,
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        "case": "q235 A1 fixed-po",
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        "case": "q235 A0 fixed-pd",
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        "residual_vs_frozen_real_tpot_ms": 3.9527886340374287,
        "simulator_internal_tp8_minus_tp4_ms": -20.06625468177714,
        "state_composition_shift_ms": 30.969043315814567
      },
      "reference": {
        "exact_iteration_tp8_minus_tp4_ms": 9.117724578203376,
        "observed_real_tp8_minus_tp4_ms": 6.949999999999999,
        "real_tpot_ms": {
          "tp4_ep1_mns64": 21.0442,
          "tp8_ep8_mns64": 27.9942
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      },
      "source": "q235-state-diag/state-diagnosis-exact.json",
      "verdict": "Exact real state composition flips Frontier to the correct TP4 winner; the ranking error is caused by closed-loop state/composition mismatch, not a conditional stage reversal."
    },
    "q30_admission": {
      "cells": [
        {
          "config": "tp2_mns64",
          "mns": 64,
          "real_required_slots_upper_bound": 7.548483722821714,
          "real_ttft_ms": 194.56193759030603,
          "real_waiting_max": 0,
          "sim_first_scheduling_wait_ms": 38.22329108338011,
          "sim_queue_free_ttft_ms": 191.02937373774816,
          "sim_required_slots": 57.96430802744742,
          "sim_tpot_over_real": 8.091316956395687,
          "sim_ttft_ms": 229.2526648211283
        },
        {
          "config": "tp4_mns16",
          "mns": 16,
          "real_required_slots_upper_bound": 14.637597063342735,
          "real_ttft_ms": 124.49453797538061,
          "real_waiting_max": 0,
          "sim_first_scheduling_wait_ms": 64906.25631809643,
          "sim_queue_free_ttft_ms": 134.74066995065758,
          "sim_required_slots": 54.488824675063235,
          "sim_tpot_over_real": 3.8276349505907024,
          "sim_ttft_ms": 65040.99698804708
        },
        {
          "config": "tp4_mns32",
          "mns": 32,
          "real_required_slots_upper_bound": 14.521569587596273,
          "real_ttft_ms": 123.15859724408143,
          "real_waiting_max": 0,
          "sim_first_scheduling_wait_ms": 27180.676177927482,
          "sim_queue_free_ttft_ms": 135.62147333612225,
          "sim_required_slots": 65.89386162288272,
          "sim_tpot_over_real": 4.6740581573385525,
          "sim_ttft_ms": 27316.2976512636
        },
        {
          "config": "tp4_mns64",
          "mns": 64,
          "real_required_slots_upper_bound": 14.661911968825338,
          "real_ttft_ms": 123.17715882596677,
          "real_waiting_max": 0,
          "sim_first_scheduling_wait_ms": 6367.273779218055,
          "sim_queue_free_ttft_ms": 136.7304324624105,
          "sim_required_slots": 79.81630813400574,
          "sim_tpot_over_real": 5.614117914776633,
          "sim_ttft_ms": 6504.004211680465
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      ],
      "contrasts": {
        "observed_sim_ttft_tp4_minus_tp2_ms": 27087.044986442474,
        "queue_free_sim_ttft_tp4_minus_tp2_ms": -55.40790040162591,
        "real_ttft_tp4_minus_tp2_ms": -71.4033403462246
      },
      "source": "q30-admission-diag/result.json",
      "verdict": "Frontier overpredicts decode service time, so TP4's higher global arrival rate crosses the MNS admission cap only in simulation. The resulting first-scheduling queue reverses the TP topology ranking; without that queue Frontier itself predicts TP4 faster than TP2, matching real hardware."
    }
  },
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        "objective": "e2e_mean_ms"
      },
      {
        "case": "q30 trace-pd",
        "objective": "e2e_p90_ms"
      },
      {
        "case": "q30 fixed-pd high",
        "objective": "tpot_mean_ms"
      },
      {
        "case": "q30 fixed-pd high",
        "objective": "tpot_p90_ms"
      },
      {
        "case": "q30 fixed-pd high",
        "objective": "e2e_mean_ms"
      },
      {
        "case": "q30 fixed-po high",
        "objective": "ttft_mean_ms"
      },
      {
        "case": "q30 fixed-po high",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q30 fixed-po high",
        "objective": "e2e_mean_ms"
      },
      {
        "case": "q30 fixed-po high",
        "objective": "e2e_p90_ms"
      },
      {
        "case": "q30 fixed-pd low",
        "objective": "ttft_mean_ms"
      },
      {
        "case": "q30 fixed-pd low",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q30 fixed-po low",
        "objective": "ttft_mean_ms"
      },
      {
        "case": "q30 fixed-po low",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q30 fixed-po low",
        "objective": "e2e_mean_ms"
      },
      {
        "case": "q30 fixed-po low",
        "objective": "e2e_p90_ms"
      },
      {
        "case": "q30 trace-po low",
        "objective": "ttft_mean_ms"
      },
      {
        "case": "q30 trace-po low",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q30 trace-po low",
        "objective": "e2e_mean_ms"
      },
      {
        "case": "q30 trace-po low",
        "objective": "e2e_p90_ms"
      },
      {
        "case": "q235 A0 fixed-pd",
        "objective": "ttft_mean_ms"
      },
      {
        "case": "q235 A0 fixed-pd",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q235 A0 fixed-po",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q235 A0 fixed-po",
        "objective": "e2e_p90_ms"
      },
      {
        "case": "q235 A0 trace-pd",
        "objective": "tpot_mean_ms"
      },
      {
        "case": "q235 A0 trace-pd",
        "objective": "tpot_p90_ms"
      },
      {
        "case": "q235 A0 trace-pd",
        "objective": "e2e_mean_ms"
      },
      {
        "case": "q235 A1 fixed-pd",
        "objective": "ttft_mean_ms"
      },
      {
        "case": "q235 A1 fixed-pd",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q235 A1 fixed-po",
        "objective": "ttft_mean_ms"
      },
      {
        "case": "q235 A1 fixed-po",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q235 A1 fixed-po",
        "objective": "e2e_mean_ms"
      },
      {
        "case": "q235 A1 fixed-po",
        "objective": "e2e_p90_ms"
      },
      {
        "case": "q235 A1 trace-pd",
        "objective": "tpot_mean_ms"
      },
      {
        "case": "q235 A1 trace-pd",
        "objective": "e2e_mean_ms"
      },
      {
        "case": "q235 A1 trace-po",
        "objective": "ttft_mean_ms"
      },
      {
        "case": "q235 A1 trace-po",
        "objective": "ttft_p90_ms"
      },
      {
        "case": "q235 A1 trace-po",
        "objective": "e2e_mean_ms"
      },
      {
        "case": "q235 A1 trace-po",
        "objective": "e2e_p90_ms"
      }
    ],
    "row_count": 70,
    "winner_mismatch_count": 47
  }
}