{
  "generatedAt": "2026-08-23T02:54:41.991858+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": "2026-08-20",
  "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": 93462,
    "bipWeightedMeanDefenseSubsidy": -0.003315983456836537
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 3172,
      "actualWobaOnBip": 0.27137452711223203,
      "expectedWobaOnBip": 0.3047940820802067,
      "defenseSubsidy": -0.0334195549679747,
      "pitchers": [
        {
          "pitcher": "Trent Thornton",
          "mlbamId": 663423,
          "bip": 111,
          "actualWobaOnBip": 0.21531531531531534,
          "expectedWobaOnBip": 0.28278360641670425,
          "defenseSubsidy": -0.06746829110138894,
          "cookedPlus": null
        },
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 237,
          "actualWobaOnBip": 0.22848101265822784,
          "expectedWobaOnBip": 0.2959314599817162,
          "defenseSubsidy": -0.06745044732348836,
          "cookedPlus": 112.5
        },
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": null
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 134,
          "actualWobaOnBip": 0.2895522388059702,
          "expectedWobaOnBip": 0.3354309809491524,
          "defenseSubsidy": -0.0458787421431823,
          "cookedPlus": 79.2
        },
        {
          "pitcher": "Ben Brown",
          "mlbamId": 676962,
          "bip": 175,
          "actualWobaOnBip": 0.25457142857142856,
          "expectedWobaOnBip": 0.2991228226143418,
          "defenseSubsidy": -0.0445513940429132,
          "cookedPlus": null
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 240,
          "actualWobaOnBip": 0.27020833333333333,
          "expectedWobaOnBip": 0.3133606055270793,
          "defenseSubsidy": -0.043152272193745955,
          "cookedPlus": 106.7
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 140,
          "actualWobaOnBip": 0.29035714285714287,
          "expectedWobaOnBip": 0.32496793552692343,
          "defenseSubsidy": -0.03461079266978056,
          "cookedPlus": 83.2
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 212,
          "actualWobaOnBip": 0.29245283018867924,
          "expectedWobaOnBip": 0.32390297710477733,
          "defenseSubsidy": -0.03145014691609809,
          "cookedPlus": 130.9
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 181.5
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 372,
          "actualWobaOnBip": 0.2540322580645161,
          "expectedWobaOnBip": 0.2813333275341863,
          "defenseSubsidy": -0.0273010694696701,
          "cookedPlus": 121.2
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 374,
          "actualWobaOnBip": 0.28302139037433155,
          "expectedWobaOnBip": 0.306012032788757,
          "defenseSubsidy": -0.02299064241442543,
          "cookedPlus": 123.4
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 127,
          "actualWobaOnBip": 0.2830708661417323,
          "expectedWobaOnBip": 0.30334088272391135,
          "defenseSubsidy": -0.020270016582179067,
          "cookedPlus": 81.8
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3098,
      "actualWobaOnBip": 0.27961588121368625,
      "expectedWobaOnBip": 0.3057744596321523,
      "defenseSubsidy": -0.026158578418465993,
      "pitchers": [
        {
          "pitcher": "Bryan Baker",
          "mlbamId": 641329,
          "bip": 117,
          "actualWobaOnBip": 0.21495726495726494,
          "expectedWobaOnBip": 0.28466855320628415,
          "defenseSubsidy": -0.06971128824901918,
          "cookedPlus": null
        },
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 152,
          "actualWobaOnBip": 0.2542763157894737,
          "expectedWobaOnBip": 0.3219222700341096,
          "defenseSubsidy": -0.06764595424463593,
          "cookedPlus": null
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 196,
          "actualWobaOnBip": 0.2729591836734694,
          "expectedWobaOnBip": 0.3176399726360115,
          "defenseSubsidy": -0.04468078896254211,
          "cookedPlus": 141.5
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 346,
          "actualWobaOnBip": 0.26170520231213873,
          "expectedWobaOnBip": 0.30001507609776923,
          "defenseSubsidy": -0.03830987378563051,
          "cookedPlus": 63.9
        },
        {
          "pitcher": "Shane McClanahan",
          "mlbamId": 663556,
          "bip": 280,
          "actualWobaOnBip": 0.2675,
          "expectedWobaOnBip": 0.3052779524961976,
          "defenseSubsidy": -0.0377779524961976,
          "cookedPlus": 93.8
        },
        {
          "pitcher": "Nick Martinez",
          "mlbamId": 607259,
          "bip": 449,
          "actualWobaOnBip": 0.27360801781737193,
          "expectedWobaOnBip": 0.30547898667838536,
          "defenseSubsidy": -0.031870968861013434,
          "cookedPlus": 95.6
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 232,
          "actualWobaOnBip": 0.30474137931034484,
          "expectedWobaOnBip": 0.32490969987222723,
          "defenseSubsidy": -0.020168320561882384,
          "cookedPlus": 137.2
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 128,
          "actualWobaOnBip": 0.290625,
          "expectedWobaOnBip": 0.30961596814648995,
          "defenseSubsidy": -0.018990968146489928,
          "cookedPlus": null
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 135,
          "actualWobaOnBip": 0.2951851851851852,
          "expectedWobaOnBip": 0.3123727180462096,
          "defenseSubsidy": -0.01718753286102437,
          "cookedPlus": 130.4
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 244,
          "actualWobaOnBip": 0.29713114754098363,
          "expectedWobaOnBip": 0.29288905012902827,
          "defenseSubsidy": 0.004242097411955308,
          "cookedPlus": 118.5
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 128,
          "actualWobaOnBip": 0.332421875,
          "expectedWobaOnBip": 0.3143929430456735,
          "defenseSubsidy": 0.01802893195432649,
          "cookedPlus": 100.8
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 104,
          "actualWobaOnBip": 0.3298076923076923,
          "expectedWobaOnBip": 0.308867989862018,
          "defenseSubsidy": 0.020939702445674273,
          "cookedPlus": 167.3
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 3,
      "staffBip": 3041,
      "actualWobaOnBip": 0.27902005919105555,
      "expectedWobaOnBip": 0.2992050073493829,
      "defenseSubsidy": -0.020184948158327314,
      "pitchers": [
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 313,
          "actualWobaOnBip": 0.2592651757188499,
          "expectedWobaOnBip": 0.31188590022382473,
          "defenseSubsidy": -0.05262072450497486,
          "cookedPlus": 70.9
        },
        {
          "pitcher": "JR Ritchie",
          "mlbamId": 702275,
          "bip": 152,
          "actualWobaOnBip": 0.2388157894736842,
          "expectedWobaOnBip": 0.28466161945066887,
          "defenseSubsidy": -0.04584582997698469,
          "cookedPlus": 100.6
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 352,
          "actualWobaOnBip": 0.25923295454545453,
          "expectedWobaOnBip": 0.29990255562057666,
          "defenseSubsidy": -0.040669601075122117,
          "cookedPlus": 109.2
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 395,
          "actualWobaOnBip": 0.26531645569620255,
          "expectedWobaOnBip": 0.2980449908664835,
          "defenseSubsidy": -0.03272853517028095,
          "cookedPlus": 97.1
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 127,
          "actualWobaOnBip": 0.22755905511811025,
          "expectedWobaOnBip": 0.25332396483323927,
          "defenseSubsidy": -0.025764909715129007,
          "cookedPlus": null
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 311,
          "actualWobaOnBip": 0.307395498392283,
          "expectedWobaOnBip": 0.3216425147941518,
          "defenseSubsidy": -0.01424701640186886,
          "cookedPlus": 63.5
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 198,
          "actualWobaOnBip": 0.29191919191919197,
          "expectedWobaOnBip": 0.30399053178402097,
          "defenseSubsidy": -0.01207133986482902,
          "cookedPlus": 90.9
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 130.3
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 131,
          "actualWobaOnBip": 0.3251908396946565,
          "expectedWobaOnBip": 0.31382101018916386,
          "defenseSubsidy": 0.011369829505492646,
          "cookedPlus": null
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 119,
          "actualWobaOnBip": 0.31092436974789917,
          "expectedWobaOnBip": 0.2921992472395522,
          "defenseSubsidy": 0.018725122508346983,
          "cookedPlus": 65.3
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 4,
      "staffBip": 2938,
      "actualWobaOnBip": 0.2723451327433628,
      "expectedWobaOnBip": 0.29227016163957886,
      "defenseSubsidy": -0.019925028896215995,
      "pitchers": [
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 364,
          "actualWobaOnBip": 0.25961538461538464,
          "expectedWobaOnBip": 0.31520861247429316,
          "defenseSubsidy": -0.055593227858908516,
          "cookedPlus": 91.7
        },
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 367,
          "actualWobaOnBip": 0.22656675749318803,
          "expectedWobaOnBip": 0.2808693026972096,
          "defenseSubsidy": -0.0543025452040216,
          "cookedPlus": 81.3
        },
        {
          "pitcher": "Tanner Scott",
          "mlbamId": 656945,
          "bip": 118,
          "actualWobaOnBip": 0.2741525423728814,
          "expectedWobaOnBip": 0.3266779142096254,
          "defenseSubsidy": -0.05252537183674405,
          "cookedPlus": null
        },
        {
          "pitcher": "Jack Dreyer",
          "mlbamId": 676263,
          "bip": 118,
          "actualWobaOnBip": 0.25466101694915255,
          "expectedWobaOnBip": 0.29603429104352097,
          "defenseSubsidy": -0.041373274094368445,
          "cookedPlus": 108.0
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Eric Lauer",
          "mlbamId": 641778,
          "bip": 201,
          "actualWobaOnBip": 0.24502487562189054,
          "expectedWobaOnBip": 0.2576369493854654,
          "defenseSubsidy": -0.012612073763574845,
          "cookedPlus": 113.9
        },
        {
          "pitcher": "Roki Sasaki",
          "mlbamId": 808963,
          "bip": 306,
          "actualWobaOnBip": 0.29068627450980394,
          "expectedWobaOnBip": 0.29670785095175867,
          "defenseSubsidy": -0.006021576441954746,
          "cookedPlus": 119.8
        },
        {
          "pitcher": "Edgardo Henriquez",
          "mlbamId": 683618,
          "bip": 119,
          "actualWobaOnBip": 0.26134453781512607,
          "expectedWobaOnBip": 0.2448925275856766,
          "defenseSubsidy": 0.016452010229449466,
          "cookedPlus": null
        },
        {
          "pitcher": "Emmet Sheehan",
          "mlbamId": 686218,
          "bip": 246,
          "actualWobaOnBip": 0.30853658536585366,
          "expectedWobaOnBip": 0.28904932476267386,
          "defenseSubsidy": 0.01948726060317977,
          "cookedPlus": 126.9
        },
        {
          "pitcher": "Will Klein",
          "mlbamId": 694361,
          "bip": 111,
          "actualWobaOnBip": 0.35315315315315315,
          "expectedWobaOnBip": 0.32405151544376376,
          "defenseSubsidy": 0.029101637709389457,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "NYY",
      "leagueRank": 5,
      "staffBip": 2948,
      "actualWobaOnBip": 0.2849559023066486,
      "expectedWobaOnBip": 0.298248570268304,
      "defenseSubsidy": -0.013292667961655421,
      "pitchers": [
        {
          "pitcher": "Paul Blackburn",
          "mlbamId": 621112,
          "bip": 183,
          "actualWobaOnBip": 0.216120218579235,
          "expectedWobaOnBip": 0.28588962581218197,
          "defenseSubsidy": -0.06976940723294697,
          "cookedPlus": 85.7
        },
        {
          "pitcher": "Gerrit Cole",
          "mlbamId": 543037,
          "bip": 235,
          "actualWobaOnBip": 0.28787234042553195,
          "expectedWobaOnBip": 0.3232349674534787,
          "defenseSubsidy": -0.03536262702794679,
          "cookedPlus": 104.3
        },
        {
          "pitcher": "Tim Hill",
          "mlbamId": 657612,
          "bip": 154,
          "actualWobaOnBip": 0.23831168831168834,
          "expectedWobaOnBip": 0.2626536720828686,
          "defenseSubsidy": -0.024341983771180267,
          "cookedPlus": 99.4
        },
        {
          "pitcher": "Ryan Weathers",
          "mlbamId": 677960,
          "bip": 350,
          "actualWobaOnBip": 0.3018571428571429,
          "expectedWobaOnBip": 0.32291194213257657,
          "defenseSubsidy": -0.021054799275433692,
          "cookedPlus": 95.4
        },
        {
          "pitcher": "Carlos Rodón",
          "mlbamId": 607074,
          "bip": 122,
          "actualWobaOnBip": 0.2635245901639344,
          "expectedWobaOnBip": 0.28172976251278486,
          "defenseSubsidy": -0.01820517234885043,
          "cookedPlus": null
        },
        {
          "pitcher": "Cam Schlittler",
          "mlbamId": 693645,
          "bip": 357,
          "actualWobaOnBip": 0.284733893557423,
          "expectedWobaOnBip": 0.29441970454202177,
          "defenseSubsidy": -0.009685810984598779,
          "cookedPlus": 116.5
        },
        {
          "pitcher": "David Bednar",
          "mlbamId": 670280,
          "bip": 140,
          "actualWobaOnBip": 0.2707142857142857,
          "expectedWobaOnBip": 0.27351955765035774,
          "defenseSubsidy": -0.0028052719360719936,
          "cookedPlus": null
        },
        {
          "pitcher": "Will Warren",
          "mlbamId": 701542,
          "bip": 344,
          "actualWobaOnBip": 0.3380813953488372,
          "expectedWobaOnBip": 0.33828572227626363,
          "defenseSubsidy": -0.00020432692742643272,
          "cookedPlus": 107.9
        },
        {
          "pitcher": "Brent Headrick",
          "mlbamId": 687396,
          "bip": 155,
          "actualWobaOnBip": 0.3270967741935484,
          "expectedWobaOnBip": 0.3252062209638336,
          "defenseSubsidy": 0.001890553229714757,
          "cookedPlus": null
        },
        {
          "pitcher": "Max Fried",
          "mlbamId": 608331,
          "bip": 204,
          "actualWobaOnBip": 0.27205882352941174,
          "expectedWobaOnBip": 0.26162937419840465,
          "defenseSubsidy": 0.010429449331007125,
          "cookedPlus": null
        },
        {
          "pitcher": "Camilo Doval",
          "mlbamId": 666808,
          "bip": 108,
          "actualWobaOnBip": 0.3027777777777778,
          "expectedWobaOnBip": 0.2923105499220797,
          "defenseSubsidy": 0.01046722785569806,
          "cookedPlus": 80.0
        },
        {
          "pitcher": "Fernando Cruz",
          "mlbamId": 518585,
          "bip": 120,
          "actualWobaOnBip": 0.27666666666666667,
          "expectedWobaOnBip": 0.26477194804410314,
          "defenseSubsidy": 0.011894718622563498,
          "cookedPlus": 128.6
        },
        {
          "pitcher": "Ryan Yarbrough",
          "mlbamId": 642232,
          "bip": 142,
          "actualWobaOnBip": 0.2795774647887324,
          "expectedWobaOnBip": 0.2634508421662373,
          "defenseSubsidy": 0.016126622622495083,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "CWS",
      "leagueRank": 6,
      "staffBip": 3072,
      "actualWobaOnBip": 0.2913899739583333,
      "expectedWobaOnBip": 0.3027868066290141,
      "defenseSubsidy": -0.011396832670680722,
      "pitchers": [
        {
          "pitcher": "Trevor Richards",
          "mlbamId": 670950,
          "bip": 150,
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    "teamCount": 30,
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    "leagueBipWeightedMeanDefenseSubsidy": -0.003315983456836537,
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  "source": {
    "pitchCache": "data/raw/statcast-pitches.csv.gz",
    "pitchCacheMaxDate": "2026-08-20",
    "model": "data/models/defense-subsidy-v1.0-2021-2025.joblib",
    "modelVersion": "1.0",
    "modelTrainingSeasons": [
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    "expectation": "Historical-league HGB actual-wOBA expectation from EV, LA, and batted-ball type",
    "hotDogStand": {
      "path": "public/data/hot-dog-stand-latest.json",
      "generatedAt": "2026-08-21T10:54:18.145667+00:00",
      "season": 2026,
      "methodologyVersion": "Hot Dog Stand v1.3"
    }
  }
}
