{
  "generatedAt": "2026-09-27T15:15:55.341807+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": "2026-09-26",
  "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": 117776,
    "bipWeightedMeanDefenseSubsidy": -0.0025853645646271117
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 3971,
      "actualWobaOnBip": 0.27248803827751195,
      "expectedWobaOnBip": 0.3034939093593489,
      "defenseSubsidy": -0.031005871081836903,
      "pitchers": [
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 267,
          "actualWobaOnBip": 0.2310861423220974,
          "expectedWobaOnBip": 0.2930640965093795,
          "defenseSubsidy": -0.061977954187282074,
          "cookedPlus": 107.0
        },
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": 73.5
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 225,
          "actualWobaOnBip": 0.28844444444444445,
          "expectedWobaOnBip": 0.3335259349954902,
          "defenseSubsidy": -0.04508149055104575,
          "cookedPlus": 76.0
        },
        {
          "pitcher": "Ben Brown",
          "mlbamId": 676962,
          "bip": 175,
          "actualWobaOnBip": 0.25457142857142856,
          "expectedWobaOnBip": 0.2991228226143418,
          "defenseSubsidy": -0.0445513940429132,
          "cookedPlus": null
        },
        {
          "pitcher": "Trent Thornton",
          "mlbamId": 663423,
          "bip": 137,
          "actualWobaOnBip": 0.23868613138686134,
          "expectedWobaOnBip": 0.2809328140325083,
          "defenseSubsidy": -0.042246682645646974,
          "cookedPlus": 142.4
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 170,
          "actualWobaOnBip": 0.2908823529411765,
          "expectedWobaOnBip": 0.3316133449036494,
          "defenseSubsidy": -0.04073099196247295,
          "cookedPlus": 91.8
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 363,
          "actualWobaOnBip": 0.26983471074380166,
          "expectedWobaOnBip": 0.30870603684791914,
          "defenseSubsidy": -0.038871326104117476,
          "cookedPlus": 98.3
        },
        {
          "pitcher": "Clay Holmes",
          "mlbamId": 605280,
          "bip": 142,
          "actualWobaOnBip": 0.25316901408450704,
          "expectedWobaOnBip": 0.28917607834606446,
          "defenseSubsidy": -0.036007064261557385,
          "cookedPlus": 56.0
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 223,
          "actualWobaOnBip": 0.2982062780269058,
          "expectedWobaOnBip": 0.32970338981439457,
          "defenseSubsidy": -0.03149711178748872,
          "cookedPlus": 126.7
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 185.3
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 453,
          "actualWobaOnBip": 0.26092715231788083,
          "expectedWobaOnBip": 0.286782587533306,
          "defenseSubsidy": -0.02585543521542524,
          "cookedPlus": 118.7
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 406,
          "actualWobaOnBip": 0.2815270935960591,
          "expectedWobaOnBip": 0.3054624224347296,
          "defenseSubsidy": -0.023935328838670465,
          "cookedPlus": 116.0
        },
        {
          "pitcher": "Caleb Thielbar",
          "mlbamId": 573204,
          "bip": 121,
          "actualWobaOnBip": 0.2958677685950414,
          "expectedWobaOnBip": 0.3187699875440837,
          "defenseSubsidy": -0.022902218949042354,
          "cookedPlus": 166.8
        },
        {
          "pitcher": "Kevin Gausman",
          "mlbamId": 592332,
          "bip": 131,
          "actualWobaOnBip": 0.29770992366412213,
          "expectedWobaOnBip": 0.31825673996578957,
          "defenseSubsidy": -0.02054681630166746,
          "cookedPlus": 106.5
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 166,
          "actualWobaOnBip": 0.28463855421686746,
          "expectedWobaOnBip": 0.289566358720865,
          "defenseSubsidy": -0.004927804503997539,
          "cookedPlus": 88.0
        },
        {
          "pitcher": "Aaron Civale",
          "mlbamId": 650644,
          "bip": 102,
          "actualWobaOnBip": 0.25882352941176473,
          "expectedWobaOnBip": 0.26168233470628527,
          "defenseSubsidy": -0.0028588052945205467,
          "cookedPlus": 102.9
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3902,
      "actualWobaOnBip": 0.272385955920041,
      "expectedWobaOnBip": 0.30031833577208966,
      "defenseSubsidy": -0.027932379852048623,
      "pitchers": [
        {
          "pitcher": "Bryan Baker",
          "mlbamId": 641329,
          "bip": 153,
          "actualWobaOnBip": 0.22058823529411764,
          "expectedWobaOnBip": 0.2819458678784287,
          "defenseSubsidy": -0.06135763258431103,
          "cookedPlus": null
        },
        {
          "pitcher": "Freddy Peralta",
          "mlbamId": 642547,
          "bip": 150,
          "actualWobaOnBip": 0.22066666666666668,
          "expectedWobaOnBip": 0.27961986450939524,
          "defenseSubsidy": -0.05895319784272857,
          "cookedPlus": 93.2
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 239,
          "actualWobaOnBip": 0.26966527196652723,
          "expectedWobaOnBip": 0.3190582755075758,
          "defenseSubsidy": -0.0493930035410486,
          "cookedPlus": 124.6
        },
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 194,
          "actualWobaOnBip": 0.2667525773195876,
          "expectedWobaOnBip": 0.31434998552264504,
          "defenseSubsidy": -0.04759740820305741,
          "cookedPlus": 48.2
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 442,
          "actualWobaOnBip": 0.25407239819004523,
          "expectedWobaOnBip": 0.29990326717798965,
          "defenseSubsidy": -0.0458308689879444,
          "cookedPlus": 54.3
        },
        {
          "pitcher": "Shane McClanahan",
          "mlbamId": 663556,
          "bip": 326,
          "actualWobaOnBip": 0.26564417177914107,
          "expectedWobaOnBip": 0.30705581673748555,
          "defenseSubsidy": -0.04141164495834443,
          "cookedPlus": 94.2
        },
        {
          "pitcher": "Nick Martinez",
          "mlbamId": 607259,
          "bip": 548,
          "actualWobaOnBip": 0.25894160583941606,
          "expectedWobaOnBip": 0.29004845302136234,
          "defenseSubsidy": -0.031106847181946288,
          "cookedPlus": 96.6
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 290,
          "actualWobaOnBip": 0.2939655172413793,
          "expectedWobaOnBip": 0.32413175184865417,
          "defenseSubsidy": -0.030166234607274883,
          "cookedPlus": 121.8
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 135,
          "actualWobaOnBip": 0.2951851851851852,
          "expectedWobaOnBip": 0.3123727180462096,
          "defenseSubsidy": -0.01718753286102437,
          "cookedPlus": 132.9
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 169,
          "actualWobaOnBip": 0.2849112426035503,
          "expectedWobaOnBip": 0.2962203268702163,
          "defenseSubsidy": -0.011309084266666039,
          "cookedPlus": 64.3
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 154,
          "actualWobaOnBip": 0.31233766233766236,
          "expectedWobaOnBip": 0.30620305744541987,
          "defenseSubsidy": 0.006134604892242467,
          "cookedPlus": 102.6
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 326,
          "actualWobaOnBip": 0.2973926380368098,
          "expectedWobaOnBip": 0.2856129801296123,
          "defenseSubsidy": 0.011779657907197566,
          "cookedPlus": 121.6
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 115,
          "actualWobaOnBip": 0.3482608695652174,
          "expectedWobaOnBip": 0.31302827549043216,
          "defenseSubsidy": 0.03523259407478519,
          "cookedPlus": 193.6
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 3,
      "staffBip": 3878,
      "actualWobaOnBip": 0.28096957194430117,
      "expectedWobaOnBip": 0.2984177672213086,
      "defenseSubsidy": -0.01744819527700734,
      "pitchers": [
        {
          "pitcher": "Dylan Dodd",
          "mlbamId": 689266,
          "bip": 117,
          "actualWobaOnBip": 0.21025641025641026,
          "expectedWobaOnBip": 0.2583299240410117,
          "defenseSubsidy": -0.04807351378460144,
          "cookedPlus": 122.1
        },
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 414,
          "actualWobaOnBip": 0.26509661835748793,
          "expectedWobaOnBip": 0.3110398320171485,
          "defenseSubsidy": -0.045943213659660635,
          "cookedPlus": 70.7
        },
        {
          "pitcher": "Tyler Mahle",
          "mlbamId": 641816,
          "bip": 146,
          "actualWobaOnBip": 0.2571917808219178,
          "expectedWobaOnBip": 0.3009352421373697,
          "defenseSubsidy": -0.04374346131545193,
          "cookedPlus": 90.5
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 439,
          "actualWobaOnBip": 0.260250569476082,
          "expectedWobaOnBip": 0.3003358672058406,
          "defenseSubsidy": -0.040085297729758614,
          "cookedPlus": 122.4
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 435,
          "actualWobaOnBip": 0.2711494252873563,
          "expectedWobaOnBip": 0.3014793963394544,
          "defenseSubsidy": -0.03032997105209811,
          "cookedPlus": 99.0
        },
        {
          "pitcher": "JR Ritchie",
          "mlbamId": 702275,
          "bip": 174,
          "actualWobaOnBip": 0.2620689655172414,
          "expectedWobaOnBip": 0.2837102223092161,
          "defenseSubsidy": -0.021641256791974733,
          "cookedPlus": 118.4
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 150,
          "actualWobaOnBip": 0.28733333333333333,
          "expectedWobaOnBip": 0.3016869281326355,
          "defenseSubsidy": -0.014353594799302148,
          "cookedPlus": 79.4
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 392,
          "actualWobaOnBip": 0.30433673469387756,
          "expectedWobaOnBip": 0.31202411764928706,
          "defenseSubsidy": -0.0076873829554095045,
          "cookedPlus": 71.9
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 225,
          "actualWobaOnBip": 0.3104444444444444,
          "expectedWobaOnBip": 0.31082159513626917,
          "defenseSubsidy": -0.0003771506918247374,
          "cookedPlus": 93.3
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 175,
          "actualWobaOnBip": 0.31542857142857145,
          "expectedWobaOnBip": 0.3135696414826898,
          "defenseSubsidy": 0.0018589299458816378,
          "cookedPlus": 60.8
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 116.2
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 165,
          "actualWobaOnBip": 0.29363636363636364,
          "expectedWobaOnBip": 0.2769469137899983,
          "defenseSubsidy": 0.016689449846365306,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "NYY",
      "leagueRank": 4,
      "staffBip": 3765,
      "actualWobaOnBip": 0.2862682602921647,
      "expectedWobaOnBip": 0.299268565273388,
      "defenseSubsidy": -0.013000304981223305,
      "pitchers": [
        {
          "pitcher": "Carlos Rodón",
          "mlbamId": 607074,
          "bip": 200,
          "actualWobaOnBip": 0.239,
          "expectedWobaOnBip": 0.3013653681073427,
          "defenseSubsidy": -0.0623653681073427,
          "cookedPlus": 79.8
        },
        {
          "pitcher": "Paul Blackburn",
          "mlbamId": 621112,
          "bip": 225,
          "actualWobaOnBip": 0.23244444444444445,
          "expectedWobaOnBip": 0.29265017149067113,
          "defenseSubsidy": -0.06020572704622667,
          "cookedPlus": 89.0
        },
        {
          "pitcher": "Gerrit Cole",
          "mlbamId": 543037,
          "bip": 331,
          "actualWobaOnBip": 0.28036253776435044,
          "expectedWobaOnBip": 0.32341257840447263,
          "defenseSubsidy": -0.04305004064012217,
          "cookedPlus": 121.2
        },
        {
          "pitcher": "Tim Hill",
          "mlbamId": 657612,
          "bip": 184,
          "actualWobaOnBip": 0.23369565217391305,
          "expectedWobaOnBip": 0.2620332831876452,
          "defenseSubsidy": -0.028337631013732146,
          "cookedPlus": 105.3
        },
        {
          "pitcher": "Cam Schlittler",
          "mlbamId": 693645,
          "bip": 448,
          "actualWobaOnBip": 0.2674107142857143,
          "expectedWobaOnBip": 0.29021283608304255,
          "defenseSubsidy": -0.022802121797328233,
          "cookedPlus": 100.9
        },
        {
          "pitcher": "Ryan Weathers",
          "mlbamId": 677960,
          "bip": 364,
          "actualWobaOnBip": 0.310989010989011,
          "expectedWobaOnBip": 0.328249661936861,
          "defenseSubsidy": -0.017260650947850023,
          "cookedPlus": 93.7
        },
        {
          "pitcher": "David Bednar",
          "mlbamId": 670280,
          "bip": 178,
          "actualWobaOnBip": 0.28651685393258425,
          "expectedWobaOnBip": 0.2800910868042991,
          "defenseSubsidy": 0.006425767128285199,
          "cookedPlus": null
        },
        {
          "pitcher": "Will Warren",
          "mlbamId": 701542,
          "bip": 437,
          "actualWobaOnBip": 0.33558352402745995,
          "expectedWobaOnBip": 0.3289888822546645,
          "defenseSubsidy": 0.0065946417727954666,
          "cookedPlus": 96.2
        },
        {
          "pitcher": "Ryan Yarbrough",
          "mlbamId": 642232,
          "bip": 189,
          "actualWobaOnBip": 0.29365079365079366,
          "expectedWobaOnBip": 0.2834393212956443,
          "defenseSubsidy": 0.010211472355149319,
          "cookedPlus": null
        },
        {
          "pitcher": "Camilo Doval",
          "mlbamId": 666808,
          "bip": 108,
          "actualWobaOnBip": 0.3027777777777778,
          "expectedWobaOnBip": 0.2923105499220797,
          "defenseSubsidy": 0.01046722785569806,
          "cookedPlus": 75.5
        },
        {
          "pitcher": "Max Fried",
          "mlbamId": 608331,
          "bip": 271,
          "actualWobaOnBip": 0.27177121771217716,
          "expectedWobaOnBip": 0.2575870043965859,
          "defenseSubsidy": 0.01418421331559128,
          "cookedPlus": null
        },
        {
          "pitcher": "Fernando Cruz",
          "mlbamId": 518585,
          "bip": 126,
          "actualWobaOnBip": 0.27341269841269844,
          "expectedWobaOnBip": 0.2591333551948533,
          "defenseSubsidy": 0.014279343217845082,
          "cookedPlus": 134.5
        },
        {
          "pitcher": "Brent Headrick",
          "mlbamId": 687396,
          "bip": 192,
          "actualWobaOnBip": 0.3432291666666667,
          "expectedWobaOnBip": 0.3256820181900003,
          "defenseSubsidy": 0.017547148476666358,
          "cookedPlus": 62.9
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 5,
      "staffBip": 3653,
      "actualWobaOnBip": 0.2787982480153299,
      "expectedWobaOnBip": 0.29158485358862646,
      "defenseSubsidy": -0.012786605573296535,
      "pitchers": [
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 455,
          "actualWobaOnBip": 0.2234065934065934,
          "expectedWobaOnBip": 0.2734441737870562,
          "defenseSubsidy": -0.05003758038046276,
          "cookedPlus": 89.8
        },
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 399,
          "actualWobaOnBip": 0.27518796992481204,
          "expectedWobaOnBip": 0.31418237359321965,
          "defenseSubsidy": -0.03899440366840764,
          "cookedPlus": 95.0
        },
        {
          "pitcher": "Jack Dreyer",
          "mlbamId": 676263,
          "bip": 149,
          "actualWobaOnBip": 0.276510067114094,
          "expectedWobaOnBip": 0.30864513976268326,
          "defenseSubsidy": -0.03213507264858932,
          "cookedPlus": 105.9
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Tyler Glasnow",
          "mlbamId": 607192,
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  "identityChecks": {
    "passed": true,
    "teamCount": 30,
    "leagueBip": 117776,
    "leagueBipWeightedMeanDefenseSubsidy": -0.0025853645646271117,
    "leagueMeanTolerance": 0.005,
    "maximumTeamWeightedIdentityDelta": 3.469446951953614e-18,
    "teamIdentityTolerance": 1e-12,
    "errors": []
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  "source": {
    "pitchCache": "data/raw/statcast-pitches.csv.gz",
    "pitchCacheMaxDate": "2026-09-26",
    "model": "data/models/defense-subsidy-v1.0-2021-2025.joblib",
    "modelVersion": "1.0",
    "modelTrainingSeasons": [
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      2023,
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    "modelTrainingBip": 588905,
    "expectation": "Historical-league HGB actual-wOBA expectation from EV, LA, and batted-ball type",
    "hotDogStand": {
      "path": "public/data/hot-dog-stand-latest.json",
      "generatedAt": "2026-09-27T15:15:47.528621+00:00",
      "season": 2026,
      "methodologyVersion": "Hot Dog Stand v1.3"
    }
  }
}
