{
  "generatedAt": "2026-08-29T15:11:05.571394+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": "2026-08-28",
  "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": 98779,
    "bipWeightedMeanDefenseSubsidy": -0.0033297442850703574
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 3344,
      "actualWobaOnBip": 0.2696321770334928,
      "expectedWobaOnBip": 0.3040718186831816,
      "defenseSubsidy": -0.034439641649688775,
      "pitchers": [
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 237,
          "actualWobaOnBip": 0.22848101265822784,
          "expectedWobaOnBip": 0.2959314599817162,
          "defenseSubsidy": -0.06745044732348836,
          "cookedPlus": 113.6
        },
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": null
        },
        {
          "pitcher": "Trent Thornton",
          "mlbamId": 663423,
          "bip": 124,
          "actualWobaOnBip": 0.2245967741935484,
          "expectedWobaOnBip": 0.28144318250246975,
          "defenseSubsidy": -0.05684640830892138,
          "cookedPlus": 125.9
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 161,
          "actualWobaOnBip": 0.2857142857142857,
          "expectedWobaOnBip": 0.3331067307911757,
          "defenseSubsidy": -0.04739244507688998,
          "cookedPlus": 81.0
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 273,
          "actualWobaOnBip": 0.2639194139194139,
          "expectedWobaOnBip": 0.30991942264627903,
          "defenseSubsidy": -0.04600000872686514,
          "cookedPlus": 118.4
        },
        {
          "pitcher": "Ben Brown",
          "mlbamId": 676962,
          "bip": 175,
          "actualWobaOnBip": 0.25457142857142856,
          "expectedWobaOnBip": 0.2991228226143418,
          "defenseSubsidy": -0.0445513940429132,
          "cookedPlus": null
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 150,
          "actualWobaOnBip": 0.29133333333333333,
          "expectedWobaOnBip": 0.32543446358183153,
          "defenseSubsidy": -0.03410113024849816,
          "cookedPlus": 94.9
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 212,
          "actualWobaOnBip": 0.29245283018867924,
          "expectedWobaOnBip": 0.32390297710477733,
          "defenseSubsidy": -0.03145014691609809,
          "cookedPlus": 132.2
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 183.3
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 376,
          "actualWobaOnBip": 0.2815159574468085,
          "expectedWobaOnBip": 0.3061686912477783,
          "defenseSubsidy": -0.02465273380096979,
          "cookedPlus": 124.0
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 378,
          "actualWobaOnBip": 0.25952380952380955,
          "expectedWobaOnBip": 0.2832928674505589,
          "defenseSubsidy": -0.023769057926749364,
          "cookedPlus": 127.0
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 128,
          "actualWobaOnBip": 0.280859375,
          "expectedWobaOnBip": 0.3030496851120604,
          "defenseSubsidy": -0.022190310112060345,
          "cookedPlus": 82.0
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3262,
      "actualWobaOnBip": 0.27590435315757206,
      "expectedWobaOnBip": 0.3048529143774789,
      "defenseSubsidy": -0.02894856121990689,
      "pitchers": [
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 162,
          "actualWobaOnBip": 0.24413580246913583,
          "expectedWobaOnBip": 0.32456472617257126,
          "defenseSubsidy": -0.08042892370343543,
          "cookedPlus": 49.0
        },
        {
          "pitcher": "Bryan Baker",
          "mlbamId": 641329,
          "bip": 124,
          "actualWobaOnBip": 0.22741935483870968,
          "expectedWobaOnBip": 0.29754109954329777,
          "defenseSubsidy": -0.07012174470458811,
          "cookedPlus": null
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 201,
          "actualWobaOnBip": 0.26616915422885573,
          "expectedWobaOnBip": 0.3152468848615441,
          "defenseSubsidy": -0.049077730632688416,
          "cookedPlus": 139.5
        },
        {
          "pitcher": "Shane McClanahan",
          "mlbamId": 663556,
          "bip": 310,
          "actualWobaOnBip": 0.26306451612903226,
          "expectedWobaOnBip": 0.3062284039076305,
          "defenseSubsidy": -0.04316388777859821,
          "cookedPlus": 89.8
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 362,
          "actualWobaOnBip": 0.25856353591160225,
          "expectedWobaOnBip": 0.3017006674654642,
          "defenseSubsidy": -0.04313713155386198,
          "cookedPlus": 65.5
        },
        {
          "pitcher": "Nick Martinez",
          "mlbamId": 607259,
          "bip": 464,
          "actualWobaOnBip": 0.26745689655172417,
          "expectedWobaOnBip": 0.3004768487726983,
          "defenseSubsidy": -0.033019952220974216,
          "cookedPlus": 96.4
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 134,
          "actualWobaOnBip": 0.2869402985074627,
          "expectedWobaOnBip": 0.31163805370614484,
          "defenseSubsidy": -0.024697755198682152,
          "cookedPlus": null
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 232,
          "actualWobaOnBip": 0.30474137931034484,
          "expectedWobaOnBip": 0.32490969987222723,
          "defenseSubsidy": -0.020168320561882384,
          "cookedPlus": 138.6
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 135,
          "actualWobaOnBip": 0.2951851851851852,
          "expectedWobaOnBip": 0.3123727180462096,
          "defenseSubsidy": -0.01718753286102437,
          "cookedPlus": 131.7
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 263,
          "actualWobaOnBip": 0.30228136882129275,
          "expectedWobaOnBip": 0.2922428165610335,
          "defenseSubsidy": 0.010038552260259254,
          "cookedPlus": 116.1
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 128,
          "actualWobaOnBip": 0.332421875,
          "expectedWobaOnBip": 0.3143929430456735,
          "defenseSubsidy": 0.01802893195432649,
          "cookedPlus": 101.8
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 104,
          "actualWobaOnBip": 0.3298076923076923,
          "expectedWobaOnBip": 0.308867989862018,
          "defenseSubsidy": 0.020939702445674273,
          "cookedPlus": 169.0
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 3,
      "staffBip": 3086,
      "actualWobaOnBip": 0.27394685677252106,
      "expectedWobaOnBip": 0.2939070741888054,
      "defenseSubsidy": -0.01996021741628436,
      "pitchers": [
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 364,
          "actualWobaOnBip": 0.25961538461538464,
          "expectedWobaOnBip": 0.31520861247429316,
          "defenseSubsidy": -0.055593227858908516,
          "cookedPlus": 92.6
        },
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 395,
          "actualWobaOnBip": 0.23050632911392405,
          "expectedWobaOnBip": 0.2816969613707783,
          "defenseSubsidy": -0.051190632256854246,
          "cookedPlus": 83.0
        },
        {
          "pitcher": "Tanner Scott",
          "mlbamId": 656945,
          "bip": 129,
          "actualWobaOnBip": 0.2841085271317829,
          "expectedWobaOnBip": 0.3321578902690365,
          "defenseSubsidy": -0.04804936313725359,
          "cookedPlus": null
        },
        {
          "pitcher": "Jack Dreyer",
          "mlbamId": 676263,
          "bip": 121,
          "actualWobaOnBip": 0.25578512396694214,
          "expectedWobaOnBip": 0.2968184958913801,
          "defenseSubsidy": -0.04103337192443794,
          "cookedPlus": 106.5
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Alex Vesia",
          "mlbamId": 681911,
          "bip": 105,
          "actualWobaOnBip": 0.23761904761904762,
          "expectedWobaOnBip": 0.25835195300957287,
          "defenseSubsidy": -0.020732905390525247,
          "cookedPlus": null
        },
        {
          "pitcher": "Eric Lauer",
          "mlbamId": 641778,
          "bip": 207,
          "actualWobaOnBip": 0.24323671497584543,
          "expectedWobaOnBip": 0.258102230515174,
          "defenseSubsidy": -0.014865515539328597,
          "cookedPlus": 116.7
        },
        {
          "pitcher": "Roki Sasaki",
          "mlbamId": 808963,
          "bip": 318,
          "actualWobaOnBip": 0.2949685534591195,
          "expectedWobaOnBip": 0.29933031242395974,
          "defenseSubsidy": -0.004361758964840219,
          "cookedPlus": 120.3
        },
        {
          "pitcher": "Edgardo Henriquez",
          "mlbamId": 683618,
          "bip": 125,
          "actualWobaOnBip": 0.25880000000000003,
          "expectedWobaOnBip": 0.24302098163132085,
          "defenseSubsidy": 0.01577901836867915,
          "cookedPlus": null
        },
        {
          "pitcher": "Emmet Sheehan",
          "mlbamId": 686218,
          "bip": 246,
          "actualWobaOnBip": 0.30853658536585366,
          "expectedWobaOnBip": 0.28904932476267386,
          "defenseSubsidy": 0.01948726060317977,
          "cookedPlus": 128.2
        },
        {
          "pitcher": "Kyle Hurt",
          "mlbamId": 669165,
          "bip": 100,
          "actualWobaOnBip": 0.3235,
          "expectedWobaOnBip": 0.29793685412994647,
          "defenseSubsidy": 0.025563145870053518,
          "cookedPlus": 129.9
        },
        {
          "pitcher": "Will Klein",
          "mlbamId": 694361,
          "bip": 111,
          "actualWobaOnBip": 0.35315315315315315,
          "expectedWobaOnBip": 0.32405151544376376,
          "defenseSubsidy": 0.029101637709389457,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 4,
      "staffBip": 3232,
      "actualWobaOnBip": 0.2820544554455446,
      "expectedWobaOnBip": 0.2997532065814438,
      "defenseSubsidy": -0.01769875113589918,
      "pitchers": [
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 327,
          "actualWobaOnBip": 0.26024464831804284,
          "expectedWobaOnBip": 0.30904953104862287,
          "defenseSubsidy": -0.04880488273058005,
          "cookedPlus": 76.4
        },
        {
          "pitcher": "JR Ritchie",
          "mlbamId": 702275,
          "bip": 152,
          "actualWobaOnBip": 0.2388157894736842,
          "expectedWobaOnBip": 0.28466161945066887,
          "defenseSubsidy": -0.04584582997698469,
          "cookedPlus": 101.6
        },
        {
          "pitcher": "Dylan Dodd",
          "mlbamId": 689266,
          "bip": 104,
          "actualWobaOnBip": 0.21923076923076923,
          "expectedWobaOnBip": 0.263955800670621,
          "defenseSubsidy": -0.04472503143985182,
          "cookedPlus": null
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 416,
          "actualWobaOnBip": 0.2692307692307692,
          "expectedWobaOnBip": 0.30183482487787233,
          "defenseSubsidy": -0.0326040556471031,
          "cookedPlus": 93.4
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 371,
          "actualWobaOnBip": 0.26536388140161726,
          "expectedWobaOnBip": 0.2970100299160461,
          "defenseSubsidy": -0.03164614851442882,
          "cookedPlus": 104.9
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 351,
          "actualWobaOnBip": 0.30669515669515673,
          "expectedWobaOnBip": 0.3197497010201149,
          "defenseSubsidy": -0.01305454432495823,
          "cookedPlus": 60.8
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 198,
          "actualWobaOnBip": 0.29191919191919197,
          "expectedWobaOnBip": 0.30399053178402097,
          "defenseSubsidy": -0.01207133986482902,
          "cookedPlus": 91.8
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 137,
          "actualWobaOnBip": 0.2605839416058394,
          "expectedWobaOnBip": 0.26624874847729363,
          "defenseSubsidy": -0.005664806871454188,
          "cookedPlus": null
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 125.0
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 142,
          "actualWobaOnBip": 0.3204225352112676,
          "expectedWobaOnBip": 0.3057130363328607,
          "defenseSubsidy": 0.01470949887840696,
          "cookedPlus": null
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 129,
          "actualWobaOnBip": 0.3131782945736434,
          "expectedWobaOnBip": 0.29102210988040095,
          "defenseSubsidy": 0.022156184693242476,
          "cookedPlus": 71.2
        }
      ]
    },
    {
      "team": "AZ",
      "leagueRank": 5,
      "staffBip": 3559,
      "actualWobaOnBip": 0.2878477100309076,
      "expectedWobaOnBip": 0.29970090915702824,
      "defenseSubsidy": -0.011853199126120645,
      "pitchers": [
        {
          "pitcher": "Taylor Clarke",
          "mlbamId": 664199,
          "bip": 176,
          "actualWobaOnBip": 0.2125,
          "expectedWobaOnBip": 0.28189268143747825,
          "defenseSubsidy": -0.06939268143747825,
          "cookedPlus": 104.9
        },
        {
          "pitcher": "Merrill Kelly",
          "mlbamId": 518876,
          "bip": 412,
          "actualWobaOnBip": 0.29114077669902916,
          "expectedWobaOnBip": 0.3325527096694716,
          "defenseSubsidy": -0.041411932970442454,
          "cookedPlus": 130.8
        },
        {
          "pitcher": "Eduardo Rodriguez",
          "mlbamId": 593958,
          "bip": 476,
          "actualWobaOnBip": 0.273844537815126,
          "expectedWobaOnBip": 0.3037010712393107,
          "defenseSubsidy": -0.029856533424184668,
          "cookedPlus": 72.4
        },
        {
          "pitcher": "Brandon Pfaadt",
          "mlbamId": 694297,
          "bip": 316,
          "actualWobaOnBip": 0.25854430379746834,
          "expectedWobaOnBip": 0.28184769943599175,
          "defenseSubsidy": -0.023303395638523388,
          "cookedPlus": 70.7
        },
        {
          "pitcher": "Michael Soroka",
          "mlbamId": 647336,
          "bip": 268,
          "actualWobaOnBip": 0.3067164179104478,
          "expectedWobaOnBip": 0.3238143900292755,
          "defenseSubsidy": -0.017097972118827732,
          "cookedPlus": 74.7
        },
        {
          "pitcher": "Jonathan Loáisiga",
          "mlbamId": 642528,
          "bip": 158,
          "actualWobaOnBip": 0.26962025316455696,
          "expectedWobaOnBip": 0.2794706577383402,
          "defenseSubsidy": -0.009850404573783191,
          "cookedPlus": null
        },
        {
          "pitcher": "Zac Gallen",
          "mlbamId": 668678,
          "bip": 325,
          "actualWobaOnBip": 0.3287692307692308,
          "expectedWobaOnBip": 0.3377531145888151,
          "defenseSubsidy": -0.008983883819584315,
          "cookedPlus": 115.6
        },
        {
          "pitcher": "Ryne Nelson",
          "mlbamId": 669194,
          "bip": 246,
          "actualWobaOnBip": 0.2699186991869919,
          "expectedWobaOnBip": 0.275213150020511,
          "defenseSubsidy": -0.00529445083351915,
          "cookedPlus": 118.8
        },
        {
          "pitcher": "Juan Morillo",
          "mlbamId": 666661,
          "bip": 128,
          "actualWobaOnBip": 0.279296875,
          "expectedWobaOnBip": 0.2614709051016463,
          "defenseSubsidy": 0.017825969898353732,
          "cookedPlus": null
        },
        {
          "pitcher": "Kevin Ginkel",
          "mlbamId": 656464,
          "bip": 152,
          "actualWobaOnBip": 0.3036184210526316,
          "expectedWobaOnBip": 0.2805460094376791,
          "defenseSubsidy": 0.023072411614952493,
          "cookedPlus": 94.3
        },
        {
          "pitcher": "Mitch Bratt",
          "mlbamId": 683352,
          "bip": 117,
          "actualWobaOnBip": 0.29444444444444445,
          "expectedWobaOnBip": 0.2650301156303255,
          "defenseSubsidy": 0.029414328814118925,
          "cookedPlus": 89.4
        },
        {
          "pitcher": "Ryan Thompson",
          "mlbamId": 657044,
          "bip": 138,
          "actualWobaOnBip": 0.35398550724637684,
          "expectedWobaOnBip": 0.31768293292844485,
          "defenseSubsidy": 0.03630257431793192,
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  "source": {
    "pitchCache": "data/raw/statcast-pitches.csv.gz",
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    "model": "data/models/defense-subsidy-v1.0-2021-2025.joblib",
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    "hotDogStand": {
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      "generatedAt": "2026-08-29T15:10:58.695971+00:00",
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    }
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}
