{
  "generatedAt": "2026-10-01T17:08:00.428940+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": "2026-09-30",
  "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": 118823,
    "bipWeightedMeanDefenseSubsidy": -0.0026318652513168867
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 4041,
      "actualWobaOnBip": 0.2727047760455333,
      "expectedWobaOnBip": 0.30316962302289585,
      "defenseSubsidy": -0.030464846977362577,
      "pitchers": [
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": 70.1
        },
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 270,
          "actualWobaOnBip": 0.2351851851851852,
          "expectedWobaOnBip": 0.29371822026043254,
          "defenseSubsidy": -0.05853303507524737,
          "cookedPlus": 106.3
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 229,
          "actualWobaOnBip": 0.2873362445414847,
          "expectedWobaOnBip": 0.33289534566155193,
          "defenseSubsidy": -0.04555910112006724,
          "cookedPlus": 75.6
        },
        {
          "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": 142.9
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 372,
          "actualWobaOnBip": 0.26908602150537636,
          "expectedWobaOnBip": 0.3094396412221519,
          "defenseSubsidy": -0.04035361971677554,
          "cookedPlus": 109.8
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 177,
          "actualWobaOnBip": 0.2895480225988701,
          "expectedWobaOnBip": 0.32903852764220515,
          "defenseSubsidy": -0.03949050504333509,
          "cookedPlus": 88.6
        },
        {
          "pitcher": "Clay Holmes",
          "mlbamId": 605280,
          "bip": 142,
          "actualWobaOnBip": 0.25316901408450704,
          "expectedWobaOnBip": 0.28917607834606446,
          "defenseSubsidy": -0.036007064261557385,
          "cookedPlus": 56.2
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 223,
          "actualWobaOnBip": 0.2982062780269058,
          "expectedWobaOnBip": 0.32970338981439457,
          "defenseSubsidy": -0.03149711178748872,
          "cookedPlus": 127.2
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 186.0
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 453,
          "actualWobaOnBip": 0.26092715231788083,
          "expectedWobaOnBip": 0.286782587533306,
          "defenseSubsidy": -0.02585543521542524,
          "cookedPlus": 121.7
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 411,
          "actualWobaOnBip": 0.2781021897810219,
          "expectedWobaOnBip": 0.3028337033671868,
          "defenseSubsidy": -0.02473151358616491,
          "cookedPlus": 115.1
        },
        {
          "pitcher": "Caleb Thielbar",
          "mlbamId": 573204,
          "bip": 121,
          "actualWobaOnBip": 0.2958677685950414,
          "expectedWobaOnBip": 0.3187699875440837,
          "defenseSubsidy": -0.022902218949042354,
          "cookedPlus": 167.4
        },
        {
          "pitcher": "Kevin Gausman",
          "mlbamId": 592332,
          "bip": 145,
          "actualWobaOnBip": 0.3048275862068966,
          "expectedWobaOnBip": 0.3160459261924664,
          "defenseSubsidy": -0.011218339985569896,
          "cookedPlus": 104.1
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 168,
          "actualWobaOnBip": 0.28660714285714284,
          "expectedWobaOnBip": 0.28930398820012804,
          "defenseSubsidy": -0.0026968453429851835,
          "cookedPlus": 87.3
        },
        {
          "pitcher": "Aaron Civale",
          "mlbamId": 650644,
          "bip": 107,
          "actualWobaOnBip": 0.2719626168224299,
          "expectedWobaOnBip": 0.26263046451022587,
          "defenseSubsidy": 0.009332152312204033,
          "cookedPlus": 101.9
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3930,
      "actualWobaOnBip": 0.2732315521628499,
      "expectedWobaOnBip": 0.3005511788714458,
      "defenseSubsidy": -0.027319626708595883,
      "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": 93.6
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 239,
          "actualWobaOnBip": 0.26966527196652723,
          "expectedWobaOnBip": 0.3190582755075758,
          "defenseSubsidy": -0.0493930035410486,
          "cookedPlus": 125.1
        },
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 194,
          "actualWobaOnBip": 0.2667525773195876,
          "expectedWobaOnBip": 0.31434998552264504,
          "defenseSubsidy": -0.04759740820305741,
          "cookedPlus": 48.3
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 442,
          "actualWobaOnBip": 0.25407239819004523,
          "expectedWobaOnBip": 0.29990326717798965,
          "defenseSubsidy": -0.0458308689879444,
          "cookedPlus": 54.5
        },
        {
          "pitcher": "Shane McClanahan",
          "mlbamId": 663556,
          "bip": 326,
          "actualWobaOnBip": 0.26564417177914107,
          "expectedWobaOnBip": 0.30705581673748555,
          "defenseSubsidy": -0.04141164495834443,
          "cookedPlus": 94.6
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 290,
          "actualWobaOnBip": 0.2939655172413793,
          "expectedWobaOnBip": 0.32413175184865417,
          "defenseSubsidy": -0.030166234607274883,
          "cookedPlus": 122.3
        },
        {
          "pitcher": "Nick Martinez",
          "mlbamId": 607259,
          "bip": 562,
          "actualWobaOnBip": 0.26654804270462634,
          "expectedWobaOnBip": 0.2935095093508918,
          "defenseSubsidy": -0.026961466646265482,
          "cookedPlus": 97.0
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 142,
          "actualWobaOnBip": 0.28943661971830986,
          "expectedWobaOnBip": 0.3062183514513865,
          "defenseSubsidy": -0.016781731733076583,
          "cookedPlus": 143.5
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 174,
          "actualWobaOnBip": 0.28706896551724137,
          "expectedWobaOnBip": 0.2974933931402841,
          "defenseSubsidy": -0.010424427623042706,
          "cookedPlus": 63.1
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 154,
          "actualWobaOnBip": 0.31233766233766236,
          "expectedWobaOnBip": 0.30620305744541987,
          "defenseSubsidy": 0.006134604892242467,
          "cookedPlus": 103.0
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 327,
          "actualWobaOnBip": 0.29648318042813454,
          "expectedWobaOnBip": 0.28496846580347734,
          "defenseSubsidy": 0.011514714624657248,
          "cookedPlus": 121.7
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 115,
          "actualWobaOnBip": 0.3482608695652174,
          "expectedWobaOnBip": 0.31302827549043216,
          "defenseSubsidy": 0.03523259407478519,
          "cookedPlus": 194.3
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 3,
      "staffBip": 3952,
      "actualWobaOnBip": 0.2811614372469636,
      "expectedWobaOnBip": 0.2986372905551223,
      "defenseSubsidy": -0.017475853308158734,
      "pitchers": [
        {
          "pitcher": "Dylan Dodd",
          "mlbamId": 689266,
          "bip": 117,
          "actualWobaOnBip": 0.21025641025641026,
          "expectedWobaOnBip": 0.2583299240410117,
          "defenseSubsidy": -0.04807351378460144,
          "cookedPlus": 122.5
        },
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 414,
          "actualWobaOnBip": 0.26509661835748793,
          "expectedWobaOnBip": 0.3110398320171485,
          "defenseSubsidy": -0.045943213659660635,
          "cookedPlus": 71.0
        },
        {
          "pitcher": "Tyler Mahle",
          "mlbamId": 641816,
          "bip": 167,
          "actualWobaOnBip": 0.2592814371257485,
          "expectedWobaOnBip": 0.30142328990596645,
          "defenseSubsidy": -0.04214185278021797,
          "cookedPlus": 86.5
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 439,
          "actualWobaOnBip": 0.260250569476082,
          "expectedWobaOnBip": 0.3003358672058406,
          "defenseSubsidy": -0.040085297729758614,
          "cookedPlus": 122.9
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 435,
          "actualWobaOnBip": 0.2711494252873563,
          "expectedWobaOnBip": 0.3014793963394544,
          "defenseSubsidy": -0.03032997105209811,
          "cookedPlus": 99.3
        },
        {
          "pitcher": "JR Ritchie",
          "mlbamId": 702275,
          "bip": 195,
          "actualWobaOnBip": 0.26615384615384613,
          "expectedWobaOnBip": 0.29322572557300525,
          "defenseSubsidy": -0.027071879419159107,
          "cookedPlus": 112.9
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 157,
          "actualWobaOnBip": 0.2859872611464968,
          "expectedWobaOnBip": 0.30145772562983353,
          "defenseSubsidy": -0.015470464483336742,
          "cookedPlus": 76.3
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 405,
          "actualWobaOnBip": 0.3051851851851852,
          "expectedWobaOnBip": 0.3108419413516588,
          "defenseSubsidy": -0.00565675616647361,
          "cookedPlus": 69.9
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 225,
          "actualWobaOnBip": 0.3104444444444444,
          "expectedWobaOnBip": 0.31082159513626917,
          "defenseSubsidy": -0.0003771506918247374,
          "cookedPlus": 93.7
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 116.6
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 182,
          "actualWobaOnBip": 0.321978021978022,
          "expectedWobaOnBip": 0.31487544909326365,
          "defenseSubsidy": 0.007102572884758321,
          "cookedPlus": 65.8
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 168,
          "actualWobaOnBip": 0.2883928571428572,
          "expectedWobaOnBip": 0.2724473974254794,
          "defenseSubsidy": 0.015945459717377736,
          "cookedPlus": 111.8
        }
      ]
    },
    {
      "team": "NYY",
      "leagueRank": 4,
      "staffBip": 3804,
      "actualWobaOnBip": 0.28470031545741326,
      "expectedWobaOnBip": 0.29846477661306153,
      "defenseSubsidy": -0.013764461155648272,
      "pitchers": [
        {
          "pitcher": "Carlos Rodón",
          "mlbamId": 607074,
          "bip": 200,
          "actualWobaOnBip": 0.239,
          "expectedWobaOnBip": 0.3013653681073427,
          "defenseSubsidy": -0.0623653681073427,
          "cookedPlus": 80.1
        },
        {
          "pitcher": "Paul Blackburn",
          "mlbamId": 621112,
          "bip": 230,
          "actualWobaOnBip": 0.23282608695652177,
          "expectedWobaOnBip": 0.2928885154121845,
          "defenseSubsidy": -0.06006242845566277,
          "cookedPlus": 87.4
        },
        {
          "pitcher": "Gerrit Cole",
          "mlbamId": 543037,
          "bip": 331,
          "actualWobaOnBip": 0.28036253776435044,
          "expectedWobaOnBip": 0.32341257840447263,
          "defenseSubsidy": -0.04305004064012217,
          "cookedPlus": 117.7
        },
        {
          "pitcher": "Tim Hill",
          "mlbamId": 657612,
          "bip": 184,
          "actualWobaOnBip": 0.23369565217391305,
          "expectedWobaOnBip": 0.2620332831876452,
          "defenseSubsidy": -0.028337631013732146,
          "cookedPlus": 105.7
        },
        {
          "pitcher": "Cam Schlittler",
          "mlbamId": 693645,
          "bip": 459,
          "actualWobaOnBip": 0.2649237472766885,
          "expectedWobaOnBip": 0.2914768443082092,
          "defenseSubsidy": -0.026553097031520714,
          "cookedPlus": 98.9
        },
        {
          "pitcher": "Ryan Weathers",
          "mlbamId": 677960,
          "bip": 364,
          "actualWobaOnBip": 0.310989010989011,
          "expectedWobaOnBip": 0.328249661936861,
          "defenseSubsidy": -0.017260650947850023,
          "cookedPlus": 94.0
        },
        {
          "pitcher": "David Bednar",
          "mlbamId": 670280,
          "bip": 180,
          "actualWobaOnBip": 0.2833333333333333,
          "expectedWobaOnBip": 0.2786525634867965,
          "defenseSubsidy": 0.004680769846536803,
          "cookedPlus": null
        },
        {
          "pitcher": "Will Warren",
          "mlbamId": 701542,
          "bip": 441,
          "actualWobaOnBip": 0.3325396825396826,
          "expectedWobaOnBip": 0.3263308160988127,
          "defenseSubsidy": 0.006208866440869825,
          "cookedPlus": 98.5
        },
        {
          "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": 74.9
        },
        {
          "pitcher": "Max Fried",
          "mlbamId": 608331,
          "bip": 285,
          "actualWobaOnBip": 0.26596491228070174,
          "expectedWobaOnBip": 0.2532058261015128,
          "defenseSubsidy": 0.01275908617918891,
          "cookedPlus": 42.9
        },
        {
          "pitcher": "Fernando Cruz",
          "mlbamId": 518585,
          "bip": 126,
          "actualWobaOnBip": 0.27341269841269844,
          "expectedWobaOnBip": 0.2591333551948533,
          "defenseSubsidy": 0.014279343217845082,
          "cookedPlus": 135.0
        },
        {
          "pitcher": "Brent Headrick",
          "mlbamId": 687396,
          "bip": 193,
          "actualWobaOnBip": 0.34145077720207256,
          "expectedWobaOnBip": 0.32406053046107086,
          "defenseSubsidy": 0.017390246741001685,
          "cookedPlus": 62.8
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 5,
      "staffBip": 3670,
      "actualWobaOnBip": 0.27873297002724795,
      "expectedWobaOnBip": 0.29142718293085124,
      "defenseSubsidy": -0.012694212903603275,
      "pitchers": [
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 455,
          "actualWobaOnBip": 0.2234065934065934,
          "expectedWobaOnBip": 0.2734441737870562,
          "defenseSubsidy": -0.05003758038046276,
          "cookedPlus": 90.2
        },
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 403,
          "actualWobaOnBip": 0.2769230769230769,
          "expectedWobaOnBip": 0.3141772714161631,
          "defenseSubsidy": -0.03725419449308616,
          "cookedPlus": 94.5
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Tyler Glasnow",
          "mlbamId": 607192,
          "bip": 157,
          "actualWobaOnBip": 0.2515923566878981,
          "expectedWobaOnBip": 0.28076261721387835,
          "defenseSubsidy": -0.02917026052598029,
          "cookedPlus": 109.5
        },
        {
          "pitcher": "Jack Dreyer",
          "mlbamId": 676263,
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  "identityChecks": {
    "passed": true,
    "teamCount": 30,
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    "leagueBipWeightedMeanDefenseSubsidy": -0.0026318652513168867,
    "leagueMeanTolerance": 0.005,
    "maximumTeamWeightedIdentityDelta": 6.938893903907228e-18,
    "teamIdentityTolerance": 1e-12,
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  "source": {
    "pitchCache": "data/raw/statcast-pitches.csv.gz",
    "pitchCacheMaxDate": "2026-09-30",
    "model": "data/models/defense-subsidy-v1.0-2021-2025.joblib",
    "modelVersion": "1.0",
    "modelTrainingSeasons": [
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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": "2026-10-01T17:07:52.849094+00:00",
      "season": 2026,
      "methodologyVersion": "Hot Dog Stand v1.3"
    }
  }
}
