{
  "generatedAt": "2026-09-07T15:58:05.625774+00:00",
  "site": {
    "name": "The Long Ball",
    "url": "https://thelongball.app",
    "tagline": "Digging the data behind the distance."
  },
  "dataset": "Defense Subsidy",
  "displayName": "Defense Subsidy",
  "version": "1.0",
  "methodologyVersion": "Defense Subsidy v1.0",
  "internalIdentifier": "defenseSubsidy",
  "season": 2026,
  "asOfDate": "2026-09-06",
  "description": "A season-to-date team-context read comparing actual and expected wOBA on tracked, non-home-run balls in play.",
  "definition": "Actual minus expected wOBA on tracked, non-home-run balls in play. It measures the gloves and the bounces together: defense and batted-ball luck are not separated.",
  "interpretation": "Negative defenseSubsidy means actual results were better than the contact expectation, so the staff was helped. Positive means the staff was hurt.",
  "units": {
    "stored": "raw signed wOBA difference, unrounded",
    "display": "whole wOBA points (defenseSubsidy multiplied by 1,000)"
  },
  "warnings": [
    "Descriptive team context for this season only; not a pitcher-skill stat, plus metric, or projection input.",
    "The number combines the gloves and the bounces. It does not isolate defense from batted-ball luck.",
    "Home runs are excluded because a defense cannot field them; Getting Cooked is shown separately for HR-capable contact.",
    "Pitcher rows are descriptive staff detail and require the frozen BIP qualifier; team totals include every eligible staff BIP."
  ],
  "fields": {
    "team": "MLB team abbreviation for the pitching staff.",
    "leagueRank": "Rank from most helped (1) to most hurt (30) by raw defenseSubsidy.",
    "staffBip": "All tracked, non-home-run terminal fair BIP allowed by the staff, including sub-qualifier pitchers.",
    "pitcher": "Pitcher display name.",
    "mlbamId": "MLB Advanced Media pitcher identifier.",
    "bip": "Pitcher's tracked, non-home-run terminal fair BIP sample.",
    "actualWobaOnBip": "Mean realized wOBA value on the eligible BIP sample.",
    "expectedWobaOnBip": "Mean historical-league expected wOBA from exit velocity, launch angle, and batted-ball type.",
    "defenseSubsidy": "Actual minus expected wOBA on eligible BIP, stored unrounded. Negative means helped; positive means hurt. It combines the gloves and the bounces.",
    "cookedPlus": "Getting Cooked plus-style score for HR-capable contact allowed per BBE; 100 is qualified-pitcher average. Null means unavailable or unqualified in the same-vintage Hot Dog Stand payload."
  },
  "qualifiedBy": {
    "pitcherMinimumBip": 100,
    "teamTotalsIncludeSubQualifierPitchers": true
  },
  "league": {
    "bip": 105084,
    "bipWeightedMeanDefenseSubsidy": -0.003032286550768436
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 3563,
      "actualWobaOnBip": 0.2710075778838058,
      "expectedWobaOnBip": 0.30420681671429467,
      "defenseSubsidy": -0.03319923883048888,
      "pitchers": [
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 249,
          "actualWobaOnBip": 0.22971887550200804,
          "expectedWobaOnBip": 0.29843949777006357,
          "defenseSubsidy": -0.06872062226805552,
          "cookedPlus": 108.7
        },
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": 76.5
        },
        {
          "pitcher": "Trent Thornton",
          "mlbamId": 663423,
          "bip": 131,
          "actualWobaOnBip": 0.23587786259541987,
          "expectedWobaOnBip": 0.28253359600682687,
          "defenseSubsidy": -0.046655733411407004,
          "cookedPlus": 137.7
        },
        {
          "pitcher": "Ben Brown",
          "mlbamId": 676962,
          "bip": 175,
          "actualWobaOnBip": 0.25457142857142856,
          "expectedWobaOnBip": 0.2991228226143418,
          "defenseSubsidy": -0.0445513940429132,
          "cookedPlus": null
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 175,
          "actualWobaOnBip": 0.2968571428571429,
          "expectedWobaOnBip": 0.33679043438644996,
          "defenseSubsidy": -0.03993329152930709,
          "cookedPlus": 81.6
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 291,
          "actualWobaOnBip": 0.270446735395189,
          "expectedWobaOnBip": 0.3071553510975913,
          "defenseSubsidy": -0.036708615702402296,
          "cookedPlus": 111.7
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 155,
          "actualWobaOnBip": 0.29354838709677417,
          "expectedWobaOnBip": 0.3254131587549109,
          "defenseSubsidy": -0.03186477165813668,
          "cookedPlus": 92.2
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 212,
          "actualWobaOnBip": 0.29245283018867924,
          "expectedWobaOnBip": 0.32390297710477733,
          "defenseSubsidy": -0.03145014691609809,
          "cookedPlus": 126.4
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 184.0
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 411,
          "actualWobaOnBip": 0.25790754257907544,
          "expectedWobaOnBip": 0.28240335962200563,
          "defenseSubsidy": -0.024495817042930194,
          "cookedPlus": 123.1
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 143,
          "actualWobaOnBip": 0.27517482517482517,
          "expectedWobaOnBip": 0.29965239767548013,
          "defenseSubsidy": -0.02447757250065495,
          "cookedPlus": 91.7
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 398,
          "actualWobaOnBip": 0.2849246231155779,
          "expectedWobaOnBip": 0.30834477919842873,
          "defenseSubsidy": -0.023420156082850873,
          "cookedPlus": 114.2
        },
        {
          "pitcher": "Caleb Thielbar",
          "mlbamId": 573204,
          "bip": 104,
          "actualWobaOnBip": 0.2870192307692308,
          "expectedWobaOnBip": 0.30283218023610214,
          "defenseSubsidy": -0.015812949466871347,
          "cookedPlus": 178.3
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3496,
      "actualWobaOnBip": 0.2767305491990847,
      "expectedWobaOnBip": 0.3043307403674408,
      "defenseSubsidy": -0.02760019116835614,
      "pitchers": [
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 174,
          "actualWobaOnBip": 0.24281609195402298,
          "expectedWobaOnBip": 0.3210700110728785,
          "defenseSubsidy": -0.07825391911885557,
          "cookedPlus": 53.2
        },
        {
          "pitcher": "Bryan Baker",
          "mlbamId": 641329,
          "bip": 131,
          "actualWobaOnBip": 0.2221374045801527,
          "expectedWobaOnBip": 0.2919006745171404,
          "defenseSubsidy": -0.0697632699369877,
          "cookedPlus": null
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 394,
          "actualWobaOnBip": 0.2535532994923858,
          "expectedWobaOnBip": 0.29965056335491436,
          "defenseSubsidy": -0.0460972638625286,
          "cookedPlus": 60.3
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 217,
          "actualWobaOnBip": 0.2730414746543779,
          "expectedWobaOnBip": 0.318229279226438,
          "defenseSubsidy": -0.04518780457206016,
          "cookedPlus": 130.2
        },
        {
          "pitcher": "Shane McClanahan",
          "mlbamId": 663556,
          "bip": 326,
          "actualWobaOnBip": 0.26564417177914107,
          "expectedWobaOnBip": 0.30705581673748555,
          "defenseSubsidy": -0.04141164495834443,
          "cookedPlus": 93.6
        },
        {
          "pitcher": "Nick Martinez",
          "mlbamId": 607259,
          "bip": 502,
          "actualWobaOnBip": 0.2658366533864542,
          "expectedWobaOnBip": 0.2989928453891605,
          "defenseSubsidy": -0.03315619200270631,
          "cookedPlus": 94.4
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 135,
          "actualWobaOnBip": 0.2951851851851852,
          "expectedWobaOnBip": 0.3123727180462096,
          "defenseSubsidy": -0.01718753286102437,
          "cookedPlus": 132.0
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 246,
          "actualWobaOnBip": 0.31585365853658537,
          "expectedWobaOnBip": 0.3311605115871342,
          "defenseSubsidy": -0.015306853050548833,
          "cookedPlus": 136.7
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 155,
          "actualWobaOnBip": 0.29322580645161295,
          "expectedWobaOnBip": 0.3020926516352987,
          "defenseSubsidy": -0.008866845183685782,
          "cookedPlus": null
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 287,
          "actualWobaOnBip": 0.30766550522648084,
          "expectedWobaOnBip": 0.29149196470328886,
          "defenseSubsidy": 0.016173540523191993,
          "cookedPlus": 119.4
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 131,
          "actualWobaOnBip": 0.33435114503816793,
          "expectedWobaOnBip": 0.3138011064187959,
          "defenseSubsidy": 0.020550038619372085,
          "cookedPlus": 108.9
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 104,
          "actualWobaOnBip": 0.3298076923076923,
          "expectedWobaOnBip": 0.308867989862018,
          "defenseSubsidy": 0.020939702445674273,
          "cookedPlus": 169.3
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 3,
      "staffBip": 3426,
      "actualWobaOnBip": 0.28171336835960303,
      "expectedWobaOnBip": 0.30001446791478403,
      "defenseSubsidy": -0.01830109955518099,
      "pitchers": [
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 355,
          "actualWobaOnBip": 0.27056338028169014,
          "expectedWobaOnBip": 0.3188537391659966,
          "defenseSubsidy": -0.048290358884306425,
          "cookedPlus": 78.0
        },
        {
          "pitcher": "JR Ritchie",
          "mlbamId": 702275,
          "bip": 152,
          "actualWobaOnBip": 0.2388157894736842,
          "expectedWobaOnBip": 0.28466161945066887,
          "defenseSubsidy": -0.04584582997698469,
          "cookedPlus": 101.9
        },
        {
          "pitcher": "Dylan Dodd",
          "mlbamId": 689266,
          "bip": 108,
          "actualWobaOnBip": 0.2111111111111111,
          "expectedWobaOnBip": 0.25642998987052923,
          "defenseSubsidy": -0.045318878759418105,
          "cookedPlus": 119.9
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 379,
          "actualWobaOnBip": 0.25976253298153035,
          "expectedWobaOnBip": 0.2955648437846428,
          "defenseSubsidy": -0.03580231080311243,
          "cookedPlus": 109.9
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 435,
          "actualWobaOnBip": 0.2711494252873563,
          "expectedWobaOnBip": 0.3014793963394544,
          "defenseSubsidy": -0.03032997105209811,
          "cookedPlus": 98.3
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 198,
          "actualWobaOnBip": 0.29191919191919197,
          "expectedWobaOnBip": 0.30399053178402097,
          "defenseSubsidy": -0.01207133986482902,
          "cookedPlus": 85.4
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 366,
          "actualWobaOnBip": 0.3092896174863388,
          "expectedWobaOnBip": 0.3188380467822466,
          "defenseSubsidy": -0.009548429295907802,
          "cookedPlus": 65.6
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 146,
          "actualWobaOnBip": 0.27294520547945206,
          "expectedWobaOnBip": 0.2728330434696847,
          "defenseSubsidy": 0.00011216200976737007,
          "cookedPlus": null
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 117.5
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 151,
          "actualWobaOnBip": 0.3132450331125828,
          "expectedWobaOnBip": 0.3093761139838228,
          "defenseSubsidy": 0.0038689191287599894,
          "cookedPlus": null
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 136,
          "actualWobaOnBip": 0.30367647058823527,
          "expectedWobaOnBip": 0.29847259648201735,
          "defenseSubsidy": 0.005203874106217961,
          "cookedPlus": 67.9
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 4,
      "staffBip": 3276,
      "actualWobaOnBip": 0.2782814407814408,
      "expectedWobaOnBip": 0.29367173070364083,
      "defenseSubsidy": -0.015390289922200071,
      "pitchers": [
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 410,
          "actualWobaOnBip": 0.2295121951219512,
          "expectedWobaOnBip": 0.27995673257779186,
          "defenseSubsidy": -0.0504445374558406,
          "cookedPlus": 89.4
        },
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 377,
          "actualWobaOnBip": 0.2740053050397878,
          "expectedWobaOnBip": 0.3170507506328436,
          "defenseSubsidy": -0.04304544559305581,
          "cookedPlus": 96.2
        },
        {
          "pitcher": "Tanner Scott",
          "mlbamId": 656945,
          "bip": 137,
          "actualWobaOnBip": 0.29890510948905114,
          "expectedWobaOnBip": 0.3360361811522041,
          "defenseSubsidy": -0.03713107166315303,
          "cookedPlus": null
        },
        {
          "pitcher": "Tyler Glasnow",
          "mlbamId": 607192,
          "bip": 127,
          "actualWobaOnBip": 0.24015748031496062,
          "expectedWobaOnBip": 0.2723881482152611,
          "defenseSubsidy": -0.03223066790030042,
          "cookedPlus": 93.2
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Jack Dreyer",
          "mlbamId": 676263,
          "bip": 130,
          "actualWobaOnBip": 0.26576923076923076,
          "expectedWobaOnBip": 0.2953013609141543,
          "defenseSubsidy": -0.029532130144923577,
          "cookedPlus": 119.7
        },
        {
          "pitcher": "Alex Vesia",
          "mlbamId": 681911,
          "bip": 115,
          "actualWobaOnBip": 0.24347826086956523,
          "expectedWobaOnBip": 0.25624282943987176,
          "defenseSubsidy": -0.012764568570306523,
          "cookedPlus": null
        },
        {
          "pitcher": "Eric Lauer",
          "mlbamId": 641778,
          "bip": 219,
          "actualWobaOnBip": 0.2545662100456621,
          "expectedWobaOnBip": 0.2650196082018209,
          "defenseSubsidy": -0.010453398156158828,
          "cookedPlus": 123.9
        },
        {
          "pitcher": "Roki Sasaki",
          "mlbamId": 808963,
          "bip": 318,
          "actualWobaOnBip": 0.2949685534591195,
          "expectedWobaOnBip": 0.29933031242395974,
          "defenseSubsidy": -0.004361758964840219,
          "cookedPlus": 120.6
        },
        {
          "pitcher": "Edgardo Henriquez",
          "mlbamId": 683618,
          "bip": 129,
          "actualWobaOnBip": 0.25077519379844965,
          "expectedWobaOnBip": 0.23829863890591527,
          "defenseSubsidy": 0.012476554892534339,
          "cookedPlus": null
        },
        {
          "pitcher": "Emmet Sheehan",
          "mlbamId": 686218,
          "bip": 246,
          "actualWobaOnBip": 0.30853658536585366,
          "expectedWobaOnBip": 0.28904932476267386,
          "defenseSubsidy": 0.01948726060317977,
          "cookedPlus": 128.5
        },
        {
          "pitcher": "Kyle Hurt",
          "mlbamId": 669165,
          "bip": 106,
          "actualWobaOnBip": 0.32547169811320753,
          "expectedWobaOnBip": 0.2981279417448342,
          "defenseSubsidy": 0.027343756368373325,
          "cookedPlus": 135.4
        },
        {
          "pitcher": "Will Klein",
          "mlbamId": 694361,
          "bip": 111,
          "actualWobaOnBip": 0.35315315315315315,
          "expectedWobaOnBip": 0.32405151544376376,
          "defenseSubsidy": 0.029101637709389457,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "NYY",
      "leagueRank": 5,
      "staffBip": 3342,
      "actualWobaOnBip": 0.28514362657091563,
      "expectedWobaOnBip": 0.2998651932906462,
      "defenseSubsidy": -0.014721566719730564,
      "pitchers": [
        {
          "pitcher": "Paul Blackburn",
          "mlbamId": 621112,
          "bip": 204,
          "actualWobaOnBip": 0.22549019607843138,
          "expectedWobaOnBip": 0.2883360023085499,
          "defenseSubsidy": -0.0628458062301185,
          "cookedPlus": 90.7
        },
        {
          "pitcher": "Carlos Rodón",
          "mlbamId": 607074,
          "bip": 154,
          "actualWobaOnBip": 0.2483766233766234,
          "expectedWobaOnBip": 0.28984251093853847,
          "defenseSubsidy": -0.04146588756191508,
          "cookedPlus": 85.4
        },
        {
          "pitcher": "Gerrit Cole",
          "mlbamId": 543037,
          "bip": 291,
          "actualWobaOnBip": 0.2824742268041237,
          "expectedWobaOnBip": 0.32378652459965884,
          "defenseSubsidy": -0.04131229779553513,
          "cookedPlus": 120.2
        },
        {
          "pitcher": "Tim Hill",
          "mlbamId": 657612,
          "bip": 166,
          "actualWobaOnBip": 0.2319277108433735,
          "expectedWobaOnBip": 0.26568523366965335,
          "defenseSubsidy": -0.03375752282627987,
          "cookedPlus": 93.7
        },
        {
          "pitcher": "Cam Schlittler",
          "mlbamId": 693645,
          "bip": 401,
          "actualWobaOnBip": 0.2754364089775561,
          "expectedWobaOnBip": 0.29379489771107287,
          "defenseSubsidy": -0.018358488733516757,
          "cookedPlus": 108.4
        },
        {
          "pitcher": "Ryan Weathers",
          "mlbamId": 677960,
          "bip": 364,
          "actualWobaOnBip": 0.310989010989011,
          "expectedWobaOnBip": 0.328249661936861,
          "defenseSubsidy": -0.017260650947850023,
          "cookedPlus": 93.0
        },
        {
          "pitcher": "Will Warren",
          "mlbamId": 701542,
          "bip": 387,
          "actualWobaOnBip": 0.3302325581395349,
          "expectedWobaOnBip": 0.33124285695738437,
          "defenseSubsidy": -0.0010102988178494663,
          "cookedPlus": 100.7
        },
        {
          "pitcher": "David Bednar",
          "mlbamId": 670280,
          "bip": 157,
          "actualWobaOnBip": 0.28821656050955413,
          "expectedWobaOnBip": 0.2872903320593471,
          "defenseSubsidy": 0.0009262284502070266,
          "cookedPlus": null
        },
        {
          "pitcher": "Max Fried",
          "mlbamId": 608331,
          "bip": 229,
          "actualWobaOnBip": 0.2683406113537118,
          "expectedWobaOnBip": 0.26266000659804,
          "defenseSubsidy": 0.00568060475567175,
          "cookedPlus": null
        },
        {
          "pitcher": "Camilo Doval",
          "mlbamId": 666808,
          "bip": 108,
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  "source": {
    "pitchCache": "data/raw/statcast-pitches.csv.gz",
    "pitchCacheMaxDate": "2026-09-06",
    "model": "data/models/defense-subsidy-v1.0-2021-2025.joblib",
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    "hotDogStand": {
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}
