{
  "generatedAt": "2026-09-09T14:44:37.616677+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": "2026-09-08",
  "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": 106347,
    "bipWeightedMeanDefenseSubsidy": -0.0030972885188105836
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 3607,
      "actualWobaOnBip": 0.2722899916828389,
      "expectedWobaOnBip": 0.3049656038971084,
      "defenseSubsidy": -0.032675612214269484,
      "pitchers": [
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 249,
          "actualWobaOnBip": 0.22971887550200804,
          "expectedWobaOnBip": 0.29843949777006357,
          "defenseSubsidy": -0.06872062226805552,
          "cookedPlus": 109.1
        },
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": 76.2
        },
        {
          "pitcher": "Ben Brown",
          "mlbamId": 676962,
          "bip": 175,
          "actualWobaOnBip": 0.25457142857142856,
          "expectedWobaOnBip": 0.2991228226143418,
          "defenseSubsidy": -0.0445513940429132,
          "cookedPlus": null
        },
        {
          "pitcher": "Trent Thornton",
          "mlbamId": 663423,
          "bip": 132,
          "actualWobaOnBip": 0.2409090909090909,
          "expectedWobaOnBip": 0.28510234036547,
          "defenseSubsidy": -0.04419324945637904,
          "cookedPlus": 137.2
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 159,
          "actualWobaOnBip": 0.2918238993710692,
          "expectedWobaOnBip": 0.3301900066127027,
          "defenseSubsidy": -0.038366107241633536,
          "cookedPlus": 89.8
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 188,
          "actualWobaOnBip": 0.3069148936170213,
          "expectedWobaOnBip": 0.3436536902495301,
          "defenseSubsidy": -0.03673879663250882,
          "cookedPlus": 79.3
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 309,
          "actualWobaOnBip": 0.27103559870550165,
          "expectedWobaOnBip": 0.305369462594628,
          "defenseSubsidy": -0.03433386388912636,
          "cookedPlus": 105.8
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 212,
          "actualWobaOnBip": 0.29245283018867924,
          "expectedWobaOnBip": 0.32390297710477733,
          "defenseSubsidy": -0.03145014691609809,
          "cookedPlus": 126.9
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 179.4
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 411,
          "actualWobaOnBip": 0.25790754257907544,
          "expectedWobaOnBip": 0.28240335962200563,
          "defenseSubsidy": -0.024495817042930194,
          "cookedPlus": 123.6
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 398,
          "actualWobaOnBip": 0.2849246231155779,
          "expectedWobaOnBip": 0.30834477919842873,
          "defenseSubsidy": -0.023420156082850873,
          "cookedPlus": 114.6
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 146,
          "actualWobaOnBip": 0.27808219178082194,
          "expectedWobaOnBip": 0.3009344619226232,
          "defenseSubsidy": -0.02285227014180123,
          "cookedPlus": 90.2
        },
        {
          "pitcher": "Caleb Thielbar",
          "mlbamId": 573204,
          "bip": 106,
          "actualWobaOnBip": 0.2985849056603774,
          "expectedWobaOnBip": 0.307486431708881,
          "defenseSubsidy": -0.008901526048503647,
          "cookedPlus": 175.8
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3525,
      "actualWobaOnBip": 0.27573049645390074,
      "expectedWobaOnBip": 0.3045630186675979,
      "defenseSubsidy": -0.028832522213697184,
      "pitchers": [
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 176,
          "actualWobaOnBip": 0.24005681818181818,
          "expectedWobaOnBip": 0.3238054851884533,
          "defenseSubsidy": -0.08374866700663514,
          "cookedPlus": 52.8
        },
        {
          "pitcher": "Bryan Baker",
          "mlbamId": 641329,
          "bip": 134,
          "actualWobaOnBip": 0.21716417910447763,
          "expectedWobaOnBip": 0.292825564925652,
          "defenseSubsidy": -0.07566138582117436,
          "cookedPlus": null
        },
        {
          "pitcher": "Freddy Peralta",
          "mlbamId": 642547,
          "bip": 110,
          "actualWobaOnBip": 0.23363636363636364,
          "expectedWobaOnBip": 0.2878484180682637,
          "defenseSubsidy": -0.054212054431900074,
          "cookedPlus": 98.0
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 394,
          "actualWobaOnBip": 0.2535532994923858,
          "expectedWobaOnBip": 0.29965056335491436,
          "defenseSubsidy": -0.0460972638625286,
          "cookedPlus": 60.5
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 217,
          "actualWobaOnBip": 0.2730414746543779,
          "expectedWobaOnBip": 0.318229279226438,
          "defenseSubsidy": -0.04518780457206016,
          "cookedPlus": 130.6
        },
        {
          "pitcher": "Shane McClanahan",
          "mlbamId": 663556,
          "bip": 326,
          "actualWobaOnBip": 0.26564417177914107,
          "expectedWobaOnBip": 0.30705581673748555,
          "defenseSubsidy": -0.04141164495834443,
          "cookedPlus": 93.9
        },
        {
          "pitcher": "Nick Martinez",
          "mlbamId": 607259,
          "bip": 502,
          "actualWobaOnBip": 0.2658366533864542,
          "expectedWobaOnBip": 0.2989928453891605,
          "defenseSubsidy": -0.03315619200270631,
          "cookedPlus": 94.8
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 135,
          "actualWobaOnBip": 0.2951851851851852,
          "expectedWobaOnBip": 0.3123727180462096,
          "defenseSubsidy": -0.01718753286102437,
          "cookedPlus": 132.4
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 246,
          "actualWobaOnBip": 0.31585365853658537,
          "expectedWobaOnBip": 0.3311605115871342,
          "defenseSubsidy": -0.015306853050548833,
          "cookedPlus": 137.2
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 155,
          "actualWobaOnBip": 0.29322580645161295,
          "expectedWobaOnBip": 0.3020926516352987,
          "defenseSubsidy": -0.008866845183685782,
          "cookedPlus": null
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 134,
          "actualWobaOnBip": 0.32686567164179103,
          "expectedWobaOnBip": 0.3154720944881391,
          "defenseSubsidy": 0.011393577153651977,
          "cookedPlus": 107.0
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 287,
          "actualWobaOnBip": 0.30766550522648084,
          "expectedWobaOnBip": 0.29149196470328886,
          "defenseSubsidy": 0.016173540523191993,
          "cookedPlus": 119.8
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 104,
          "actualWobaOnBip": 0.3298076923076923,
          "expectedWobaOnBip": 0.308867989862018,
          "defenseSubsidy": 0.020939702445674273,
          "cookedPlus": 169.9
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 3,
      "staffBip": 3469,
      "actualWobaOnBip": 0.28137791870856155,
      "expectedWobaOnBip": 0.29975876170629306,
      "defenseSubsidy": -0.018380842997731565,
      "pitchers": [
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 356,
          "actualWobaOnBip": 0.26980337078651684,
          "expectedWobaOnBip": 0.31991152197168554,
          "defenseSubsidy": -0.05010815118516866,
          "cookedPlus": 78.1
        },
        {
          "pitcher": "JR Ritchie",
          "mlbamId": 702275,
          "bip": 152,
          "actualWobaOnBip": 0.2388157894736842,
          "expectedWobaOnBip": 0.28466161945066887,
          "defenseSubsidy": -0.04584582997698469,
          "cookedPlus": 102.2
        },
        {
          "pitcher": "Dylan Dodd",
          "mlbamId": 689266,
          "bip": 108,
          "actualWobaOnBip": 0.2111111111111111,
          "expectedWobaOnBip": 0.25642998987052923,
          "defenseSubsidy": -0.045318878759418105,
          "cookedPlus": 120.3
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 393,
          "actualWobaOnBip": 0.2582697201017812,
          "expectedWobaOnBip": 0.29653831140550563,
          "defenseSubsidy": -0.03826859130372446,
          "cookedPlus": 106.5
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 435,
          "actualWobaOnBip": 0.2711494252873563,
          "expectedWobaOnBip": 0.3014793963394544,
          "defenseSubsidy": -0.03032997105209811,
          "cookedPlus": 95.6
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 198,
          "actualWobaOnBip": 0.29191919191919197,
          "expectedWobaOnBip": 0.30399053178402097,
          "defenseSubsidy": -0.01207133986482902,
          "cookedPlus": 85.7
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 366,
          "actualWobaOnBip": 0.3092896174863388,
          "expectedWobaOnBip": 0.3188380467822466,
          "defenseSubsidy": -0.009548429295907802,
          "cookedPlus": 65.8
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 146,
          "actualWobaOnBip": 0.27294520547945206,
          "expectedWobaOnBip": 0.2728330434696847,
          "defenseSubsidy": 0.00011216200976737007,
          "cookedPlus": null
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 153,
          "actualWobaOnBip": 0.3091503267973856,
          "expectedWobaOnBip": 0.3081180919459905,
          "defenseSubsidy": 0.0010322348513951386,
          "cookedPlus": 52.1
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 117.9
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 136,
          "actualWobaOnBip": 0.30367647058823527,
          "expectedWobaOnBip": 0.29847259648201735,
          "defenseSubsidy": 0.005203874106217961,
          "cookedPlus": 68.1
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 4,
      "staffBip": 3316,
      "actualWobaOnBip": 0.27774427020506637,
      "expectedWobaOnBip": 0.2931176145766827,
      "defenseSubsidy": -0.0153733443716163,
      "pitchers": [
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 410,
          "actualWobaOnBip": 0.2295121951219512,
          "expectedWobaOnBip": 0.27995673257779186,
          "defenseSubsidy": -0.0504445374558406,
          "cookedPlus": 89.7
        },
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 377,
          "actualWobaOnBip": 0.2740053050397878,
          "expectedWobaOnBip": 0.3170507506328436,
          "defenseSubsidy": -0.04304544559305581,
          "cookedPlus": 96.5
        },
        {
          "pitcher": "Tanner Scott",
          "mlbamId": 656945,
          "bip": 138,
          "actualWobaOnBip": 0.2967391304347826,
          "expectedWobaOnBip": 0.3356343892772365,
          "defenseSubsidy": -0.03889525884245388,
          "cookedPlus": null
        },
        {
          "pitcher": "Tyler Glasnow",
          "mlbamId": 607192,
          "bip": 127,
          "actualWobaOnBip": 0.24015748031496062,
          "expectedWobaOnBip": 0.2723881482152611,
          "defenseSubsidy": -0.03223066790030042,
          "cookedPlus": 93.5
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Jack Dreyer",
          "mlbamId": 676263,
          "bip": 134,
          "actualWobaOnBip": 0.2712686567164179,
          "expectedWobaOnBip": 0.29315849772844643,
          "defenseSubsidy": -0.021889841012028517,
          "cookedPlus": 116.7
        },
        {
          "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": 124.3
        },
        {
          "pitcher": "Tarik Skubal",
          "mlbamId": 669373,
          "bip": 112,
          "actualWobaOnBip": 0.32723214285714286,
          "expectedWobaOnBip": 0.3316321171151962,
          "defenseSubsidy": -0.004399974258053315,
          "cookedPlus": 77.3
        },
        {
          "pitcher": "Roki Sasaki",
          "mlbamId": 808963,
          "bip": 318,
          "actualWobaOnBip": 0.2949685534591195,
          "expectedWobaOnBip": 0.29933031242395974,
          "defenseSubsidy": -0.004361758964840219,
          "cookedPlus": 121.0
        },
        {
          "pitcher": "Edgardo Henriquez",
          "mlbamId": 683618,
          "bip": 131,
          "actualWobaOnBip": 0.2564885496183206,
          "expectedWobaOnBip": 0.24059560666107416,
          "defenseSubsidy": 0.015892942957246452,
          "cookedPlus": null
        },
        {
          "pitcher": "Emmet Sheehan",
          "mlbamId": 686218,
          "bip": 255,
          "actualWobaOnBip": 0.3047058823529412,
          "expectedWobaOnBip": 0.2886066128067658,
          "defenseSubsidy": 0.01609926954617538,
          "cookedPlus": 129.2
        },
        {
          "pitcher": "Kyle Hurt",
          "mlbamId": 669165,
          "bip": 106,
          "actualWobaOnBip": 0.32547169811320753,
          "expectedWobaOnBip": 0.2981279417448342,
          "defenseSubsidy": 0.027343756368373325,
          "cookedPlus": 135.9
        },
        {
          "pitcher": "Will Klein",
          "mlbamId": 694361,
          "bip": 111,
          "actualWobaOnBip": 0.35315315315315315,
          "expectedWobaOnBip": 0.32405151544376376,
          "defenseSubsidy": 0.029101637709389457,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "NYY",
      "leagueRank": 5,
      "staffBip": 3358,
      "actualWobaOnBip": 0.2843210244192972,
      "expectedWobaOnBip": 0.29956275325408954,
      "defenseSubsidy": -0.015241728834792327,
      "pitchers": [
        {
          "pitcher": "Paul Blackburn",
          "mlbamId": 621112,
          "bip": 204,
          "actualWobaOnBip": 0.22549019607843138,
          "expectedWobaOnBip": 0.2883360023085499,
          "defenseSubsidy": -0.0628458062301185,
          "cookedPlus": 91.0
        },
        {
          "pitcher": "Carlos Rodón",
          "mlbamId": 607074,
          "bip": 154,
          "actualWobaOnBip": 0.2483766233766234,
          "expectedWobaOnBip": 0.28984251093853847,
          "defenseSubsidy": -0.04146588756191508,
          "cookedPlus": 85.7
        },
        {
          "pitcher": "Gerrit Cole",
          "mlbamId": 543037,
          "bip": 291,
          "actualWobaOnBip": 0.2824742268041237,
          "expectedWobaOnBip": 0.32378652459965884,
          "defenseSubsidy": -0.04131229779553513,
          "cookedPlus": 116.2
        },
        {
          "pitcher": "Tim Hill",
          "mlbamId": 657612,
          "bip": 168,
          "actualWobaOnBip": 0.22916666666666666,
          "expectedWobaOnBip": 0.26422287745896317,
          "defenseSubsidy": -0.035056210792296524,
          "cookedPlus": 92.5
        },
        {
          "pitcher": "Cam Schlittler",
          "mlbamId": 693645,
          "bip": 414,
          "actualWobaOnBip": 0.2711352657004831,
          "expectedWobaOnBip": 0.29296410972394865,
          "defenseSubsidy": -0.021828844023465528,
          "cookedPlus": 108.4
        },
        {
          "pitcher": "Ryan Weathers",
          "mlbamId": 677960,
          "bip": 364,
          "actualWobaOnBip": 0.310989010989011,
          "expectedWobaOnBip": 0.328249661936861,
          "defenseSubsidy": -0.017260650947850023,
          "cookedPlus": 93.3
        },
        {
          "pitcher": "Will Warren",
          "mlbamId": 701542,
          "bip": 387,
          "actualWobaOnBip": 0.3302325581395349,
          "expectedWobaOnBip": 0.33124285695738437,
          "defenseSubsidy": -0.0010102988178494663,
          "cookedPlus": 101.1
        },
        {
          "pitcher": "David Bednar",
          "mlbamId": 670280,
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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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}
