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",
  "code_sha256": "183b01709e461784adfa0709ce7ce80c54fc8c70418b8724232f0494fd2d4d1f",
  "port_zb64": 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",
  "port_sha256": "e16e9de5164940f38879cd3479196872d5e9c079b5588dab6f3bd06e8290f253",
  "holdout": {
    "seeds": [
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      41018191
    ],
    "frozen_vs_start": {
      "n": 8192,
      "mean_diff": 0.026999520805738385,
      "se": 0.004212110150491084
    },
    "frozen_vs_IB": {
      "n": 8192,
      "mean_diff": 0.5740715403606981,
      "se": 0.010635226221674461
    },
    "start_vs_IB": {
      "n": 8192,
      "mean_diff": 0.5470720195549598,
      "se": 0.010443134156081715
    }
  },
  "real": {
    "seeds": [
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    ],
    "chunk": 64,
    "engine": "amm_sim_rs.run_batch(submission_bytecode, VanillaStrategy, configs, 8); each arm alone vs 30 bps Vanilla; configs follow MatchRunner._build_configs with seed = market seed",
    "frozen_vs_IB": {
      "n": 448,
      "mean_diff": 0.6057792143102388,
      "se": 0.04704350753872425,
      "sum": 271.389088010987,
      "sumsq": 607.5867402668648,
      "worst5": [
        {
          "seed": 8073136,
          "diff": -7.2928743841087
        },
        {
          "seed": 8072974,
          "diff": -3.0060921848603357
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        {
          "seed": 8073030,
          "diff": -2.0619770818043435
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        {
          "seed": 8073214,
          "diff": -1.7488710324240628
        },
        {
          "seed": 8073083,
          "diff": -1.5943869310535774
        }
      ]
    },
    "START_vs_IB": {
      "n": 512,
      "mean_diff": 0.504891012317938,
      "se": 0.04398183768418221,
      "sum": 258.50419830678425,
      "sumsq": 636.6179224909633,
      "worst5": [
        {
          "seed": 8073136,
          "diff": -7.980306055761844
        },
        {
          "seed": 8072732,
          "diff": -4.123104831117644
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        {
          "seed": 8073030,
          "diff": -2.348127795031246
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        {
          "seed": 8072974,
          "diff": -2.2604458408911796
        },
        {
          "seed": 8073214,
          "diff": -2.047593150143598
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      ]
    },
    "frozen_vs_START": {
      "n": 448,
      "mean_diff": 0.07707211805534733,
      "se": 0.015815972400617426,
      "sum": 34.52830888879561,
      "sumsq": 52.754203609989325,
      "worst5": [
        {
          "seed": 8073040,
          "diff": -0.8384698816080345
        },
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        {
          "seed": 8073078,
          "diff": -0.7554090181787387
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        {
          "seed": 8072974,
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        {
          "seed": 8073169,
          "diff": -0.729390891713706
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      ]
    },
    "retail_arb_volume_y_deltas": {
      "frozen_vs_IB": {
        "retail_delta": -53.20601095018604,
        "arb_delta": -285.0364787481623
      },
      "START_vs_IB": {
        "retail_delta": 57.77745104883874,
        "arb_delta": -173.94597487597795
      },
      "frozen_vs_START": {
        "retail_delta": -115.78614840104727,
        "arb_delta": -110.454562378387
      }
    },
    "by_quartile_of_IB_retail_volume_y": {
      "q1": {
        "frozen_vs_IB": {
          "n": 116,
          "mean_diff": 0.6048465307054497,
          "se": 0.06066909538474886
        },
        "START_vs_IB": {
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          "mean_diff": 0.5239039178074694,
          "se": 0.05327626587574079
        }
      },
      "q2": {
        "frozen_vs_IB": {
          "n": 107,
          "mean_diff": 0.5806646382976188,
          "se": 0.07864991176252924
        },
        "START_vs_IB": {
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          "mean_diff": 0.48185260444706657,
          "se": 0.0700962186366161
        }
      },
      "q3": {
        "frozen_vs_IB": {
          "n": 108,
          "mean_diff": 0.7493437166907613,
          "se": 0.10995855870795004
        },
        "START_vs_IB": {
          "n": 128,
          "mean_diff": 0.5984679197836633,
          "se": 0.10365313286406114
        }
      },
      "q4": {
        "frozen_vs_IB": {
          "n": 117,
          "mean_diff": 0.4971508781940804,
          "se": 0.11533212364094281
        },
        "START_vs_IB": {
          "n": 128,
          "mean_diff": 0.4153396072335527,
          "se": 0.11179569619312167
        }
      }
    },
    "missing": {
      "arm": "frozen",
      "seeds": [
        8072704,
        8072767
      ],
      "reason": "The first 64-market run completed, but its rows were not saved after a collector TypeError; seeds were not reused."
    }
  },
  "gas": {
    "frozen": {
      "stats": [
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          "max_ok_gas": 21796,
          "sum_ok_gas": 9764608,
          "oog": 0,
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          "tx_error": 0,
          "bad_return": 0
        },
        {
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          "sum_ok_gas": 108262467452,
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        {
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          "sum_ok_gas": 9643648,
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        {
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          "calls": 448,
          "ok": 448,
          "max_ok_gas": 243234,
          "sum_ok_gas": 108968832,
          "oog": 0,
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          "other_halt": 0,
          "tx_error": 0,
          "bad_return": 0
        },
        {
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          "calls": 4827573,
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          "sum_ok_gas": 654757355956,
          "oog": 0,
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        },
        {
          "role": "Submission",
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          "calls": 448,
          "ok": 448,
          "max_ok_gas": 21742,
          "sum_ok_gas": 9740416,
          "oog": 0,
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      ],
      "afterSwap_peak": 237690,
      "oog": 0,
      "other_failures": 0,
      "seeds_recorded": 448
    },
    "START": {
      "stats": [
        {
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          "max_ok_gas": 21796,
          "sum_ok_gas": 11159552,
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        },
        {
          "role": "Baseline",
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          "bad_return": 0
        },
        {
          "role": "Baseline",
          "callback": "getName",
          "calls": 512,
          "ok": 512,
          "max_ok_gas": 21526,
          "sum_ok_gas": 11021312,
          "oog": 0,
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          "tx_error": 0,
          "bad_return": 0
        },
        {
          "role": "Submission",
          "callback": "afterInitialize",
          "calls": 512,
          "ok": 512,
          "max_ok_gas": 243234,
          "sum_ok_gas": 124535808,
          "oog": 0,
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        },
        {
          "role": "Submission",
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          "calls": 5524387,
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        },
        {
          "role": "Submission",
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          "calls": 512,
          "ok": 512,
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          "sum_ok_gas": 11131904,
          "oog": 0,
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        }
      ],
      "afterSwap_peak": 237687,
      "oog": 0,
      "other_failures": 0,
      "seeds_recorded": 512
    },
    "IB": {
      "stats": [
        {
          "role": "Baseline",
          "callback": "afterInitialize",
          "calls": 512,
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          "sum_ok_gas": 11159552,
          "oog": 0,
          "revert": 0,
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          "tx_error": 0,
          "bad_return": 0
        },
        {
          "role": "Baseline",
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          "calls": 5480997,
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          "sum_ok_gas": 123666544032,
          "oog": 0,
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          "tx_error": 0,
          "bad_return": 0
        },
        {
          "role": "Baseline",
          "callback": "getName",
          "calls": 512,
          "ok": 512,
          "max_ok_gas": 21526,
          "sum_ok_gas": 11021312,
          "oog": 0,
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          "other_halt": 0,
          "tx_error": 0,
          "bad_return": 0
        },
        {
          "role": "Submission",
          "callback": "afterInitialize",
          "calls": 512,
          "ok": 512,
          "max_ok_gas": 243227,
          "sum_ok_gas": 124532224,
          "oog": 0,
          "revert": 0,
          "other_halt": 0,
          "tx_error": 0,
          "bad_return": 0
        },
        {
          "role": "Submission",
          "callback": "afterSwap",
          "calls": 5506633,
          "ok": 5506633,
          "max_ok_gas": 237142,
          "sum_ok_gas": 744700730315,
          "oog": 0,
          "revert": 0,
          "other_halt": 0,
          "tx_error": 0,
          "bad_return": 0
        },
        {
          "role": "Submission",
          "callback": "getName",
          "calls": 512,
          "ok": 512,
          "max_ok_gas": 21735,
          "sum_ok_gas": 11128320,
          "oog": 0,
          "revert": 0,
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          "tx_error": 0,
          "bad_return": 0
        }
      ],
      "afterSwap_peak": 237142,
      "oog": 0,
      "other_failures": 0,
      "seeds_recorded": 512
    }
  },
  "valid": false,
  "notes": [
    "The frozen point is the highest fixed-monitor mean (65.34 minutes, generation 169): +0.01733 \u00b10.00733 over START.",
    "Real confirmation is incomplete: 64 frozen-arm seeds 8072704..8072767 were simulated once but lost during result collection and were not replayed. Recorded real comparisons use paired seeds only (448 frozen; 512 START and IB).",
    "Gas statistics aggregate only saved real chunks; the missing frozen chunk has no gas record. valid=false because the required 512-seed frozen confirmation is incomplete. Replica holdout and gates A/B/C completed."
  ]
}