{
  "generatedAt": "2026-09-13T14:31:15.152944+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": "2026-09-12",
  "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": 108823,
    "bipWeightedMeanDefenseSubsidy": -0.0029344379145707722
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 3680,
      "actualWobaOnBip": 0.2717255434782609,
      "expectedWobaOnBip": 0.3042743644896606,
      "defenseSubsidy": -0.0325488210113997,
      "pitchers": [
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 252,
          "actualWobaOnBip": 0.22698412698412698,
          "expectedWobaOnBip": 0.2957977946529399,
          "defenseSubsidy": -0.0688136676688129,
          "cookedPlus": 107.6
        },
        {
          "pitcher": "Clay Holmes",
          "mlbamId": 605280,
          "bip": 114,
          "actualWobaOnBip": 0.2399122807017544,
          "expectedWobaOnBip": 0.3044873042392743,
          "defenseSubsidy": -0.06457502353751987,
          "cookedPlus": 61.5
        },
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": 73.6
        },
        {
          "pitcher": "Ben Brown",
          "mlbamId": 676962,
          "bip": 175,
          "actualWobaOnBip": 0.25457142857142856,
          "expectedWobaOnBip": 0.2991228226143418,
          "defenseSubsidy": -0.0445513940429132,
          "cookedPlus": null
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 162,
          "actualWobaOnBip": 0.28641975308641976,
          "expectedWobaOnBip": 0.32892624076584376,
          "defenseSubsidy": -0.04250648767942403,
          "cookedPlus": 96.0
        },
        {
          "pitcher": "Trent Thornton",
          "mlbamId": 663423,
          "bip": 137,
          "actualWobaOnBip": 0.23868613138686134,
          "expectedWobaOnBip": 0.2809328140325083,
          "defenseSubsidy": -0.042246682645646974,
          "cookedPlus": 141.5
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 188,
          "actualWobaOnBip": 0.3069148936170213,
          "expectedWobaOnBip": 0.3436536902495301,
          "defenseSubsidy": -0.03673879663250882,
          "cookedPlus": 79.1
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 309,
          "actualWobaOnBip": 0.27103559870550165,
          "expectedWobaOnBip": 0.305369462594628,
          "defenseSubsidy": -0.03433386388912636,
          "cookedPlus": 105.5
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 212,
          "actualWobaOnBip": 0.29245283018867924,
          "expectedWobaOnBip": 0.32390297710477733,
          "defenseSubsidy": -0.03145014691609809,
          "cookedPlus": 126.5
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 178.8
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 428,
          "actualWobaOnBip": 0.25771028037383176,
          "expectedWobaOnBip": 0.2839520488230782,
          "defenseSubsidy": -0.026241768449246385,
          "cookedPlus": 121.4
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 400,
          "actualWobaOnBip": 0.28350000000000003,
          "expectedWobaOnBip": 0.30753729333747903,
          "defenseSubsidy": -0.024037293337479056,
          "cookedPlus": 113.7
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 152,
          "actualWobaOnBip": 0.2730263157894737,
          "expectedWobaOnBip": 0.2951694744416626,
          "defenseSubsidy": -0.022143158652188848,
          "cookedPlus": 86.6
        },
        {
          "pitcher": "Kevin Gausman",
          "mlbamId": 592332,
          "bip": 103,
          "actualWobaOnBip": 0.2966019417475728,
          "expectedWobaOnBip": 0.31594939886402307,
          "defenseSubsidy": -0.01934745711645029,
          "cookedPlus": 106.7
        },
        {
          "pitcher": "Caleb Thielbar",
          "mlbamId": 573204,
          "bip": 108,
          "actualWobaOnBip": 0.29305555555555557,
          "expectedWobaOnBip": 0.3094894702148912,
          "defenseSubsidy": -0.016433914659335608,
          "cookedPlus": 172.4
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3618,
      "actualWobaOnBip": 0.2746959646213378,
      "expectedWobaOnBip": 0.30362774539123905,
      "defenseSubsidy": -0.02893178076990131,
      "pitchers": [
        {
          "pitcher": "Bryan Baker",
          "mlbamId": 641329,
          "bip": 140,
          "actualWobaOnBip": 0.21428571428571427,
          "expectedWobaOnBip": 0.28517965506234993,
          "defenseSubsidy": -0.07089394077663565,
          "cookedPlus": null
        },
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 181,
          "actualWobaOnBip": 0.2591160220994475,
          "expectedWobaOnBip": 0.3219263428902648,
          "defenseSubsidy": -0.0628103207908173,
          "cookedPlus": 51.2
        },
        {
          "pitcher": "Freddy Peralta",
          "mlbamId": 642547,
          "bip": 110,
          "actualWobaOnBip": 0.23363636363636364,
          "expectedWobaOnBip": 0.2878484180682637,
          "defenseSubsidy": -0.054212054431900074,
          "cookedPlus": 97.7
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 222,
          "actualWobaOnBip": 0.2668918918918919,
          "expectedWobaOnBip": 0.3188942853508478,
          "defenseSubsidy": -0.05200239345895587,
          "cookedPlus": 127.5
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 417,
          "actualWobaOnBip": 0.257673860911271,
          "expectedWobaOnBip": 0.30103629313314295,
          "defenseSubsidy": -0.04336243222187196,
          "cookedPlus": 57.1
        },
        {
          "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": 519,
          "actualWobaOnBip": 0.26059730250481694,
          "expectedWobaOnBip": 0.2961741872337498,
          "defenseSubsidy": -0.03557688472893284,
          "cookedPlus": 91.5
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 259,
          "actualWobaOnBip": 0.3034749034749035,
          "expectedWobaOnBip": 0.3276427697236495,
          "defenseSubsidy": -0.024167866248745968,
          "cookedPlus": 134.8
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 135,
          "actualWobaOnBip": 0.2951851851851852,
          "expectedWobaOnBip": 0.3123727180462096,
          "defenseSubsidy": -0.01718753286102437,
          "cookedPlus": 132.0
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 157,
          "actualWobaOnBip": 0.2952229299363057,
          "expectedWobaOnBip": 0.3039945579240335,
          "defenseSubsidy": -0.008771627987727772,
          "cookedPlus": null
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 137,
          "actualWobaOnBip": 0.31970802919708025,
          "expectedWobaOnBip": 0.3172192852250836,
          "defenseSubsidy": 0.0024887439719967156,
          "cookedPlus": 104.5
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 298,
          "actualWobaOnBip": 0.30654362416107384,
          "expectedWobaOnBip": 0.28755536264933074,
          "defenseSubsidy": 0.01898826151174309,
          "cookedPlus": 123.6
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 104,
          "actualWobaOnBip": 0.3298076923076923,
          "expectedWobaOnBip": 0.308867989862018,
          "defenseSubsidy": 0.020939702445674273,
          "cookedPlus": 169.4
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 3,
      "staffBip": 3576,
      "actualWobaOnBip": 0.2795022371364653,
      "expectedWobaOnBip": 0.2981450457282668,
      "defenseSubsidy": -0.018642808591801445,
      "pitchers": [
        {
          "pitcher": "Tyler Mahle",
          "mlbamId": 641816,
          "bip": 117,
          "actualWobaOnBip": 0.2611111111111111,
          "expectedWobaOnBip": 0.3215558423429394,
          "defenseSubsidy": -0.06044473123182826,
          "cookedPlus": 90.0
        },
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 376,
          "actualWobaOnBip": 0.26502659574468085,
          "expectedWobaOnBip": 0.31511375756355975,
          "defenseSubsidy": -0.05008716181887887,
          "cookedPlus": 73.8
        },
        {
          "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": 120.0
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 393,
          "actualWobaOnBip": 0.2582697201017812,
          "expectedWobaOnBip": 0.29653831140550563,
          "defenseSubsidy": -0.03826859130372446,
          "cookedPlus": 106.2
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 435,
          "actualWobaOnBip": 0.2711494252873563,
          "expectedWobaOnBip": 0.3014793963394544,
          "defenseSubsidy": -0.03032997105209811,
          "cookedPlus": 98.3
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 383,
          "actualWobaOnBip": 0.3035248041775457,
          "expectedWobaOnBip": 0.31437012412399784,
          "defenseSubsidy": -0.010845319946452143,
          "cookedPlus": 66.3
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 212,
          "actualWobaOnBip": 0.2990566037735849,
          "expectedWobaOnBip": 0.3082140597813162,
          "defenseSubsidy": -0.009157456007731327,
          "cookedPlus": 85.9
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 141,
          "actualWobaOnBip": 0.299290780141844,
          "expectedWobaOnBip": 0.2989724437940605,
          "defenseSubsidy": 0.0003183363477834899,
          "cookedPlus": 83.7
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 159,
          "actualWobaOnBip": 0.30880503144654087,
          "expectedWobaOnBip": 0.306276818628909,
          "defenseSubsidy": 0.0025282128176318803,
          "cookedPlus": 50.0
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 112.3
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 150,
          "actualWobaOnBip": 0.274,
          "expectedWobaOnBip": 0.26704314397941825,
          "defenseSubsidy": 0.006956856020581767,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "NYY",
      "leagueRank": 4,
      "staffBip": 3449,
      "actualWobaOnBip": 0.2844157726877356,
      "expectedWobaOnBip": 0.2999860649457211,
      "defenseSubsidy": -0.01557029225798553,
      "pitchers": [
        {
          "pitcher": "Paul Blackburn",
          "mlbamId": 621112,
          "bip": 208,
          "actualWobaOnBip": 0.22548076923076923,
          "expectedWobaOnBip": 0.2925452072557447,
          "defenseSubsidy": -0.06706443802497547,
          "cookedPlus": 89.1
        },
        {
          "pitcher": "Carlos Rodón",
          "mlbamId": 607074,
          "bip": 167,
          "actualWobaOnBip": 0.24520958083832337,
          "expectedWobaOnBip": 0.29482974054345745,
          "defenseSubsidy": -0.049620159705134136,
          "cookedPlus": 87.0
        },
        {
          "pitcher": "Gerrit Cole",
          "mlbamId": 543037,
          "bip": 306,
          "actualWobaOnBip": 0.2874183006535948,
          "expectedWobaOnBip": 0.3295735657053484,
          "defenseSubsidy": -0.04215526505175363,
          "cookedPlus": 122.0
        },
        {
          "pitcher": "Tim Hill",
          "mlbamId": 657612,
          "bip": 171,
          "actualWobaOnBip": 0.2304093567251462,
          "expectedWobaOnBip": 0.2666647419623819,
          "defenseSubsidy": -0.03625538523723567,
          "cookedPlus": 97.7
        },
        {
          "pitcher": "Cam Schlittler",
          "mlbamId": 693645,
          "bip": 414,
          "actualWobaOnBip": 0.2711352657004831,
          "expectedWobaOnBip": 0.29296410972394865,
          "defenseSubsidy": -0.021828844023465528,
          "cookedPlus": 108.1
        },
        {
          "pitcher": "Ryan Weathers",
          "mlbamId": 677960,
          "bip": 364,
          "actualWobaOnBip": 0.310989010989011,
          "expectedWobaOnBip": 0.328249661936861,
          "defenseSubsidy": -0.017260650947850023,
          "cookedPlus": 93.1
        },
        {
          "pitcher": "Will Warren",
          "mlbamId": 701542,
          "bip": 399,
          "actualWobaOnBip": 0.3279448621553885,
          "expectedWobaOnBip": 0.32767124367415285,
          "defenseSubsidy": 0.00027361848123563397,
          "cookedPlus": 104.2
        },
        {
          "pitcher": "David Bednar",
          "mlbamId": 670280,
          "bip": 161,
          "actualWobaOnBip": 0.28664596273291926,
          "expectedWobaOnBip": 0.2829113792830919,
          "defenseSubsidy": 0.0037345834498273447,
          "cookedPlus": null
        },
        {
          "pitcher": "Max Fried",
          "mlbamId": 608331,
          "bip": 233,
          "actualWobaOnBip": 0.26759656652360514,
          "expectedWobaOnBip": 0.2610093645066354,
          "defenseSubsidy": 0.006587202016969733,
          "cookedPlus": null
        },
        {
          "pitcher": "Camilo Doval",
          "mlbamId": 666808,
          "bip": 108,
          "actualWobaOnBip": 0.3027777777777778,
          "expectedWobaOnBip": 0.2923105499220797,
          "defenseSubsidy": 0.01046722785569806,
          "cookedPlus": 80.4
        },
        {
          "pitcher": "Ryan Yarbrough",
          "mlbamId": 642232,
          "bip": 168,
          "actualWobaOnBip": 0.2800595238095238,
          "expectedWobaOnBip": 0.2676832711791531,
          "defenseSubsidy": 0.012376252630370767,
          "cookedPlus": null
        },
        {
          "pitcher": "Fernando Cruz",
          "mlbamId": 518585,
          "bip": 126,
          "actualWobaOnBip": 0.27341269841269844,
          "expectedWobaOnBip": 0.2591333551948533,
          "defenseSubsidy": 0.014279343217845082,
          "cookedPlus": 133.7
        },
        {
          "pitcher": "Brent Headrick",
          "mlbamId": 687396,
          "bip": 181,
          "actualWobaOnBip": 0.34917127071823206,
          "expectedWobaOnBip": 0.3237765005442508,
          "defenseSubsidy": 0.025394770173981267,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 5,
      "staffBip": 3380,
      "actualWobaOnBip": 0.2788165680473373,
      "expectedWobaOnBip": 0.29376337595781793,
      "defenseSubsidy": -0.014946807910480624,
      "pitchers": [
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 422,
          "actualWobaOnBip": 0.22725118483412324,
          "expectedWobaOnBip": 0.28064216660296587,
          "defenseSubsidy": -0.05339098176884264,
          "cookedPlus": 93.0
        },
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 384,
          "actualWobaOnBip": 0.27421875,
          "expectedWobaOnBip": 0.31495316907898235,
          "defenseSubsidy": -0.04073441907898237,
          "cookedPlus": 97.9
        },
        {
          "pitcher": "Tanner Scott",
          "mlbamId": 656945,
          "bip": 138,
          "actualWobaOnBip": 0.2967391304347826,
          "expectedWobaOnBip": 0.3356343892772365,
          "defenseSubsidy": -0.03889525884245388,
          "cookedPlus": null
        },
        {
          "pitcher": "Tyler Glasnow",
          "mlbamId": 607192,
          "bip": 136,
          "actualWobaOnBip": 0.2533088235294118,
          "expectedWobaOnBip": 0.2853322402093779,
          "defenseSubsidy": -0.03202341667996616,
          "cookedPlus": 105.9
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Jack Dreyer",
          "mlbamId": 676263,
          "bip": 137,
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  "source": {
    "pitchCache": "data/raw/statcast-pitches.csv.gz",
    "pitchCacheMaxDate": "2026-09-12",
    "model": "data/models/defense-subsidy-v1.0-2021-2025.joblib",
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    "hotDogStand": {
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      "generatedAt": "2026-09-13T14:31:08.057749+00:00",
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}
