{
  "generatedAt": "2026-08-27T20:38:17.636470+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": "2026-08-26",
  "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": 97709,
    "bipWeightedMeanDefenseSubsidy": -0.0032864794718150594
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 3317,
      "actualWobaOnBip": 0.2691136569189026,
      "expectedWobaOnBip": 0.30381211000639946,
      "defenseSubsidy": -0.034698453087496854,
      "pitchers": [
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 237,
          "actualWobaOnBip": 0.22848101265822784,
          "expectedWobaOnBip": 0.2959314599817162,
          "defenseSubsidy": -0.06745044732348836,
          "cookedPlus": 113.5
        },
        {
          "pitcher": "Trent Thornton",
          "mlbamId": 663423,
          "bip": 120,
          "actualWobaOnBip": 0.21708333333333335,
          "expectedWobaOnBip": 0.2826973772384858,
          "defenseSubsidy": -0.06561404390515249,
          "cookedPlus": null
        },
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": null
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 147,
          "actualWobaOnBip": 0.282312925170068,
          "expectedWobaOnBip": 0.3295915059068967,
          "defenseSubsidy": -0.047278580736828626,
          "cookedPlus": 80.5
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 273,
          "actualWobaOnBip": 0.2639194139194139,
          "expectedWobaOnBip": 0.30991942264627903,
          "defenseSubsidy": -0.04600000872686514,
          "cookedPlus": 118.2
        },
        {
          "pitcher": "Ben Brown",
          "mlbamId": 676962,
          "bip": 175,
          "actualWobaOnBip": 0.25457142857142856,
          "expectedWobaOnBip": 0.2991228226143418,
          "defenseSubsidy": -0.0445513940429132,
          "cookedPlus": null
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 150,
          "actualWobaOnBip": 0.29133333333333333,
          "expectedWobaOnBip": 0.32543446358183153,
          "defenseSubsidy": -0.03410113024849816,
          "cookedPlus": 94.8
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 212,
          "actualWobaOnBip": 0.29245283018867924,
          "expectedWobaOnBip": 0.32390297710477733,
          "defenseSubsidy": -0.03145014691609809,
          "cookedPlus": 132.0
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 183.0
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 376,
          "actualWobaOnBip": 0.2815159574468085,
          "expectedWobaOnBip": 0.3061686912477783,
          "defenseSubsidy": -0.02465273380096979,
          "cookedPlus": 120.3
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 378,
          "actualWobaOnBip": 0.25952380952380955,
          "expectedWobaOnBip": 0.2832928674505589,
          "defenseSubsidy": -0.023769057926749364,
          "cookedPlus": 123.5
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 128,
          "actualWobaOnBip": 0.280859375,
          "expectedWobaOnBip": 0.3030496851120604,
          "defenseSubsidy": -0.022190310112060345,
          "cookedPlus": 81.9
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3236,
      "actualWobaOnBip": 0.277008652657602,
      "expectedWobaOnBip": 0.3050502570589199,
      "defenseSubsidy": -0.028041604401317918,
      "pitchers": [
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 161,
          "actualWobaOnBip": 0.2456521739130435,
          "expectedWobaOnBip": 0.3263757411913502,
          "defenseSubsidy": -0.08072356727830675,
          "cookedPlus": 49.2
        },
        {
          "pitcher": "Bryan Baker",
          "mlbamId": 641329,
          "bip": 124,
          "actualWobaOnBip": 0.22741935483870968,
          "expectedWobaOnBip": 0.29754109954329777,
          "defenseSubsidy": -0.07012174470458811,
          "cookedPlus": null
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 196,
          "actualWobaOnBip": 0.2729591836734694,
          "expectedWobaOnBip": 0.3176399726360115,
          "defenseSubsidy": -0.04468078896254211,
          "cookedPlus": 142.6
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 362,
          "actualWobaOnBip": 0.25856353591160225,
          "expectedWobaOnBip": 0.3017006674654642,
          "defenseSubsidy": -0.04313713155386198,
          "cookedPlus": 65.4
        },
        {
          "pitcher": "Shane McClanahan",
          "mlbamId": 663556,
          "bip": 294,
          "actualWobaOnBip": 0.2681972789115646,
          "expectedWobaOnBip": 0.30693746636302355,
          "defenseSubsidy": -0.038740187451458914,
          "cookedPlus": 90.2
        },
        {
          "pitcher": "Nick Martinez",
          "mlbamId": 607259,
          "bip": 464,
          "actualWobaOnBip": 0.26745689655172417,
          "expectedWobaOnBip": 0.3004768487726983,
          "defenseSubsidy": -0.033019952220974216,
          "cookedPlus": 96.2
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 134,
          "actualWobaOnBip": 0.2869402985074627,
          "expectedWobaOnBip": 0.31163805370614484,
          "defenseSubsidy": -0.024697755198682152,
          "cookedPlus": null
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 232,
          "actualWobaOnBip": 0.30474137931034484,
          "expectedWobaOnBip": 0.32490969987222723,
          "defenseSubsidy": -0.020168320561882384,
          "cookedPlus": 138.4
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 135,
          "actualWobaOnBip": 0.2951851851851852,
          "expectedWobaOnBip": 0.3123727180462096,
          "defenseSubsidy": -0.01718753286102437,
          "cookedPlus": 131.5
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 263,
          "actualWobaOnBip": 0.30228136882129275,
          "expectedWobaOnBip": 0.2922428165610335,
          "defenseSubsidy": 0.010038552260259254,
          "cookedPlus": 115.9
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 128,
          "actualWobaOnBip": 0.332421875,
          "expectedWobaOnBip": 0.3143929430456735,
          "defenseSubsidy": 0.01802893195432649,
          "cookedPlus": 101.6
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 104,
          "actualWobaOnBip": 0.3298076923076923,
          "expectedWobaOnBip": 0.308867989862018,
          "defenseSubsidy": 0.020939702445674273,
          "cookedPlus": 168.7
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 3,
      "staffBip": 3053,
      "actualWobaOnBip": 0.27409105797576155,
      "expectedWobaOnBip": 0.29312572137788895,
      "defenseSubsidy": -0.01903466340212738,
      "pitchers": [
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 364,
          "actualWobaOnBip": 0.25961538461538464,
          "expectedWobaOnBip": 0.31520861247429316,
          "defenseSubsidy": -0.055593227858908516,
          "cookedPlus": 92.4
        },
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 382,
          "actualWobaOnBip": 0.23128272251308898,
          "expectedWobaOnBip": 0.28049701986070896,
          "defenseSubsidy": -0.04921429734761997,
          "cookedPlus": 78.9
        },
        {
          "pitcher": "Tanner Scott",
          "mlbamId": 656945,
          "bip": 128,
          "actualWobaOnBip": 0.286328125,
          "expectedWobaOnBip": 0.33242324460716854,
          "defenseSubsidy": -0.04609511960716855,
          "cookedPlus": null
        },
        {
          "pitcher": "Jack Dreyer",
          "mlbamId": 676263,
          "bip": 120,
          "actualWobaOnBip": 0.2579166666666667,
          "expectedWobaOnBip": 0.29642452776778416,
          "defenseSubsidy": -0.0385078611011175,
          "cookedPlus": 107.2
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Alex Vesia",
          "mlbamId": 681911,
          "bip": 104,
          "actualWobaOnBip": 0.23990384615384613,
          "expectedWobaOnBip": 0.2587834007447033,
          "defenseSubsidy": -0.01887955459085714,
          "cookedPlus": null
        },
        {
          "pitcher": "Eric Lauer",
          "mlbamId": 641778,
          "bip": 207,
          "actualWobaOnBip": 0.24323671497584543,
          "expectedWobaOnBip": 0.258102230515174,
          "defenseSubsidy": -0.014865515539328597,
          "cookedPlus": 116.5
        },
        {
          "pitcher": "Roki Sasaki",
          "mlbamId": 808963,
          "bip": 318,
          "actualWobaOnBip": 0.2949685534591195,
          "expectedWobaOnBip": 0.29933031242395974,
          "defenseSubsidy": -0.004361758964840219,
          "cookedPlus": 120.1
        },
        {
          "pitcher": "Edgardo Henriquez",
          "mlbamId": 683618,
          "bip": 125,
          "actualWobaOnBip": 0.25880000000000003,
          "expectedWobaOnBip": 0.24302098163132085,
          "defenseSubsidy": 0.01577901836867915,
          "cookedPlus": null
        },
        {
          "pitcher": "Emmet Sheehan",
          "mlbamId": 686218,
          "bip": 246,
          "actualWobaOnBip": 0.30853658536585366,
          "expectedWobaOnBip": 0.28904932476267386,
          "defenseSubsidy": 0.01948726060317977,
          "cookedPlus": 128.0
        },
        {
          "pitcher": "Kyle Hurt",
          "mlbamId": 669165,
          "bip": 100,
          "actualWobaOnBip": 0.3235,
          "expectedWobaOnBip": 0.29793685412994647,
          "defenseSubsidy": 0.025563145870053518,
          "cookedPlus": 129.7
        },
        {
          "pitcher": "Will Klein",
          "mlbamId": 694361,
          "bip": 111,
          "actualWobaOnBip": 0.35315315315315315,
          "expectedWobaOnBip": 0.32405151544376376,
          "defenseSubsidy": 0.029101637709389457,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 4,
      "staffBip": 3179,
      "actualWobaOnBip": 0.2817238125196603,
      "expectedWobaOnBip": 0.3002628925789632,
      "defenseSubsidy": -0.018539080059302934,
      "pitchers": [
        {
          "pitcher": "Dylan Dodd",
          "mlbamId": 689266,
          "bip": 101,
          "actualWobaOnBip": 0.21336633663366336,
          "expectedWobaOnBip": 0.2643450651439741,
          "defenseSubsidy": -0.050978728510310725,
          "cookedPlus": null
        },
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 327,
          "actualWobaOnBip": 0.26024464831804284,
          "expectedWobaOnBip": 0.30904953104862287,
          "defenseSubsidy": -0.04880488273058005,
          "cookedPlus": 76.3
        },
        {
          "pitcher": "JR Ritchie",
          "mlbamId": 702275,
          "bip": 152,
          "actualWobaOnBip": 0.2388157894736842,
          "expectedWobaOnBip": 0.28466161945066887,
          "defenseSubsidy": -0.04584582997698469,
          "cookedPlus": 101.5
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 352,
          "actualWobaOnBip": 0.25923295454545453,
          "expectedWobaOnBip": 0.29990255562057666,
          "defenseSubsidy": -0.040669601075122117,
          "cookedPlus": 110.1
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 416,
          "actualWobaOnBip": 0.2692307692307692,
          "expectedWobaOnBip": 0.30183482487787233,
          "defenseSubsidy": -0.0326040556471031,
          "cookedPlus": 93.3
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 330,
          "actualWobaOnBip": 0.3115151515151515,
          "expectedWobaOnBip": 0.32378863332003377,
          "defenseSubsidy": -0.01227348180488222,
          "cookedPlus": 60.4
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 198,
          "actualWobaOnBip": 0.29191919191919197,
          "expectedWobaOnBip": 0.30399053178402097,
          "defenseSubsidy": -0.01207133986482902,
          "cookedPlus": 91.6
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 137,
          "actualWobaOnBip": 0.2605839416058394,
          "expectedWobaOnBip": 0.26624874847729363,
          "defenseSubsidy": -0.005664806871454188,
          "cookedPlus": null
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 128.0
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 142,
          "actualWobaOnBip": 0.3204225352112676,
          "expectedWobaOnBip": 0.3057130363328607,
          "defenseSubsidy": 0.01470949887840696,
          "cookedPlus": null
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 126,
          "actualWobaOnBip": 0.3134920634920635,
          "expectedWobaOnBip": 0.2876370933897711,
          "defenseSubsidy": 0.02585497010229241,
          "cookedPlus": 72.8
        }
      ]
    },
    {
      "team": "NYY",
      "leagueRank": 5,
      "staffBip": 3084,
      "actualWobaOnBip": 0.28762970168612195,
      "expectedWobaOnBip": 0.29918360212149425,
      "defenseSubsidy": -0.011553900435372307,
      "pitchers": [
        {
          "pitcher": "Paul Blackburn",
          "mlbamId": 621112,
          "bip": 195,
          "actualWobaOnBip": 0.22025641025641027,
          "expectedWobaOnBip": 0.28884170018197675,
          "defenseSubsidy": -0.06858528992556652,
          "cookedPlus": 94.8
        },
        {
          "pitcher": "Gerrit Cole",
          "mlbamId": 543037,
          "bip": 235,
          "actualWobaOnBip": 0.28787234042553195,
          "expectedWobaOnBip": 0.3232349674534787,
          "defenseSubsidy": -0.03536262702794679,
          "cookedPlus": 105.2
        },
        {
          "pitcher": "Carlos Rodón",
          "mlbamId": 607074,
          "bip": 134,
          "actualWobaOnBip": 0.2652985074626866,
          "expectedWobaOnBip": 0.2951680874612677,
          "defenseSubsidy": -0.029869579998581176,
          "cookedPlus": null
        },
        {
          "pitcher": "Tim Hill",
          "mlbamId": 657612,
          "bip": 156,
          "actualWobaOnBip": 0.23525641025641028,
          "expectedWobaOnBip": 0.26165561701761897,
          "defenseSubsidy": -0.026399206761208723,
          "cookedPlus": 99.0
        },
        {
          "pitcher": "Ryan Weathers",
          "mlbamId": 677960,
          "bip": 364,
          "actualWobaOnBip": 0.310989010989011,
          "expectedWobaOnBip": 0.328249661936861,
          "defenseSubsidy": -0.017260650947850023,
          "cookedPlus": 92.7
        },
        {
          "pitcher": "Cam Schlittler",
          "mlbamId": 693645,
          "bip": 375,
          "actualWobaOnBip": 0.2864,
          "expectedWobaOnBip": 0.29219882822336163,
          "defenseSubsidy": -0.005798828223361622,
          "cookedPlus": 108.5
        },
        {
          "pitcher": "Will Warren",
          "mlbamId": 701542,
          "bip": 361,
          "actualWobaOnBip": 0.33711911357340724,
          "expectedWobaOnBip": 0.33449541884953454,
          "defenseSubsidy": 0.002623694723872643,
          "cookedPlus": 107.2
        },
        {
          "pitcher": "David Bednar",
          "mlbamId": 670280,
          "bip": 143,
          "actualWobaOnBip": 0.2737762237762238,
          "expectedWobaOnBip": 0.2711008926658867,
          "defenseSubsidy": 0.0026753311103370797,
          "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": 78.4
        },
        {
          "pitcher": "Fernando Cruz",
          "mlbamId": 518585,
          "bip": 126,
          "actualWobaOnBip": 0.27341269841269844,
          "expectedWobaOnBip": 0.2591333551948533,
          "defenseSubsidy": 0.014279343217845082,
          "cookedPlus": 133.1
        },
        {
          "pitcher": "Brent Headrick",
          "mlbamId": 687396,
          "bip": 164,
          "actualWobaOnBip": 0.34725609756097564,
          "expectedWobaOnBip": 0.3281222868032532,
          "defenseSubsidy": 0.01913381075772239,
          "cookedPlus": null
        },
        {
          "pitcher": "Ryan Yarbrough",
          "mlbamId": 642232,
          "bip": 148,
          "actualWobaOnBip": 0.2827702702702703,
          "expectedWobaOnBip": 0.2634927617977085,
          "defenseSubsidy": 0.019277508472561832,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "AZ",
      "leagueRank": 6,
      "staffBip": 3515,
      "actualWobaOnBip": 0.2885775248933144,
      "expectedWobaOnBip": 0.2996071833009984,
      "defenseSubsidy": -0.011029658407684037,
      "pitchers": [
        {
          "pitcher": "Taylor Clarke",
          "mlbamId": 664199,
          "bip": 172,
          "actualWobaOnBip": 0.21744186046511627,
          "expectedWobaOnBip": 0.2816706803225702,
          "defenseSubsidy": -0.0642288198574539,
          "cookedPlus": 107.1
        },
        {
          "pitcher": "Merrill Kelly",
          "mlbamId": 518876,
          "bip": 412,
          "actualWobaOnBip": 0.29114077669902916,
          "expectedWobaOnBip": 0.3325527096694716,
          "defenseSubsidy": -0.041411932970442454,
          "cookedPlus": 130.6
        },
        {
          "pitcher": "Eduardo Rodriguez",
          "mlbamId": 593958,
          "bip": 476,
          "actualWobaOnBip": 0.273844537815126,
          "expectedWobaOnBip": 0.3037010712393107,
          "defenseSubsidy": -0.029856533424184668,
          "cookedPlus": 72.2
        },
        {
          "pitcher": "Brandon Pfaadt",
          "mlbamId": 694297,
          "bip": 316,
          "actualWobaOnBip": 0.25854430379746834,
          "expectedWobaOnBip": 0.28184769943599175,
          "defenseSubsidy": -0.023303395638523388,
          "cookedPlus": 70.6
        },
        {
          "pitcher": "Michael Soroka",
          "mlbamId": 647336,
          "bip": 268,
          "actualWobaOnBip": 0.3067164179104478,
          "expectedWobaOnBip": 0.3238143900292755,
          "defenseSubsidy": -0.017097972118827732,
          "cookedPlus": 74.5
        },
        {
          "pitcher": "Zac Gallen",
          "mlbamId": 668678,
          "bip": 325,
          "actualWobaOnBip": 0.3287692307692308,
          "expectedWobaOnBip": 0.3377531145888151,
          "defenseSubsidy": -0.008983883819584315,
          "cookedPlus": 115.5
        },
        {
          "pitcher": "Ryne Nelson",
          "mlbamId": 669194,
          "bip": 246,
          "actualWobaOnBip": 0.2699186991869919,
          "expectedWobaOnBip": 0.275213150020511,
          "defenseSubsidy": -0.00529445083351915,
          "cookedPlus": 118.6
        },
        {
          "pitcher": "Jonathan Loáisiga",
          "mlbamId": 642528,
          "bip": 154,
          "actualWobaOnBip": 0.27662337662337666,
          "expectedWobaOnBip": 0.2762217361029891,
          "defenseSubsidy": 0.0004016405203875154,
          "cookedPlus": null
        },
        {
          "pitcher": "Kevin Ginkel",
          "mlbamId": 656464,
          "bip": 147,
          "actualWobaOnBip": 0.2870748299319728,
          "expectedWobaOnBip": 0.27356139742795504,
          "defenseSubsidy": 0.013513432504017747,
          "cookedPlus": 97.3
        },
        {
          "pitcher": "Juan Morillo",
          "mlbamId": 666661,
          "bip": 126,
          "actualWobaOnBip": 0.2765873015873016,
          "expectedWobaOnBip": 0.2610095300335474,
          "defenseSubsidy": 0.015577771553754234,
          "cookedPlus": null
        },
        {
          "pitcher": "Mitch Bratt",
          "mlbamId": 683352,
          "bip": 117,
          "actualWobaOnBip": 0.29444444444444445,
          "expectedWobaOnBip": 0.2650301156303255,
          "defenseSubsidy": 0.029414328814118925,
          "cookedPlus": 89.3
        },
        {
          "pitcher": "Ryan Thompson",
          "mlbamId": 657044,
          "bip": 138,
          "actualWobaOnBip": 0.35398550724637684,
          "expectedWobaOnBip": 0.31768293292844485,
          "defenseSubsidy": 0.03630257431793192,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "CWS",
      "leagueRank": 7,
      "staffBip": 3233,
      "actualWobaOnBip": 0.29353541602227035,
      "expectedWobaOnBip": 0.302249073366112,
      "defenseSubsidy": -0.008713657343841651,
      "pitchers": [
        {
          "pitcher": "Trevor Richards",
          "mlbamId": 670950,
          "bip": 165,
          "actualWobaOnBip": 0.24272727272727276,
          "expectedWobaOnBip": 0.2901570302792281,
          "defenseSubsidy": -0.04742975755195535,
          "cookedPlus": 124.4
        },
        {
          "pitcher": "Sean Newcomb",
          "mlbamId": 656794,
          "bip": 199,
          "actualWobaOnBip": 0.2778894472361809,
          "expectedWobaOnBip": 0.311704164615651,
          "defenseSubsidy": -0.03381471737947009,
          "cookedPlus": null
        },
        {
          "pitcher": "Noah Schultz",
          "mlbamId": 702273,
          "bip": 183,
          "actualWobaOnBip": 0.31038251366120223,
          "expectedWobaOnBip": 0.3220036174807525,
          "defenseSubsidy": -0.011621103819550305,
          "cookedPlus": 127.6
        },
        {
          "pitcher": "Erick Fedde",
          "mlbamId": 607200,
          "bip": 357,
          "actualWobaOnBip": 0.2742296918767507,
          "expectedWobaOnBip": 0.2841068097436663,
          "defenseSubsidy": -0.009877117866915633,
          "cookedPlus": 129.3
        },
        {
          "pitcher": "Sean Burke",
          "mlbamId": 680732,
          "bip": 374,
          "actualWobaOnBip": 0.2822192513368984,
          "expectedWobaOnBip": 0.291709422224464,
          "defenseSubsidy": -0.009490170887565576,
          "cookedPlus": 100.7
        },
        {
          "pitcher": "Davis Martin",
          "mlbamId": 663436,
          "bip": 352,
          "actualWobaOnBip": 0.32855113636363636,
          "expectedWobaOnBip": 0.33714389940254574,
          "defenseSubsidy": -0.0085927630389094,
          "cookedPlus": 67.5
        },
        {
          "pitcher": "Anthony Kay",
          "mlbamId": 641743,
          "bip": 388,
          "actualWobaOnBip": 0.3070876288659794,
          "expectedWobaOnBip": 0.31013620460660013,
          "defenseSubsidy": -0.003048575740620727,
          "cookedPlus": 90.5
        },
        {
          "pitcher": "Grant Taylor",
          "mlbamId": 691799,
          "bip": 156,
          "actualWobaOnBip": 0.2798076923076923,
          "expectedWobaOnBip": 0.2753285861756576,
          "defenseSubsidy": 0.004479106132034734,
          "cookedPlus": null
        },
        {
          "pitcher": "Bryan Hudson",
          "mlbamId": 663542,
          "bip": 153,
          "actualWobaOnBip": 0.3130718954248366,
          "expectedWobaOnBip": 0.290730657590958,
          "defenseSubsidy": 0.022341237833878563,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "MIL",
      "leagueRank": 8,
      "staffBip": 3000,
      "actualWobaOnBip": 0.28923333333333334,
      "expectedWobaOnBip": 0.29783225500061355,
      "defenseSubsidy": -0.008598921667280213,
      "pitchers": [
        {
          "pitcher": "Jacob Misiorowski",
          "mlbamId": 694819,
          "bip": 278,
          "actualWobaOnBip": 0.23417266187050362,
          "expectedWobaOnBip": 0.2827831124304472,
          "defenseSubsidy": -0.04861045055994357,
          "cookedPlus": 74.9
        },
        {
          "pitcher": "Trevor Megill",
          "mlbamId": 656730,
          "bip": 127,
          "actualWobaOnBip": 0.2421259842519685,
          "expectedWobaOnBip": 0.2784644104682928,
          "defenseSubsidy": -0.036338426216324264,
          "cookedPlus": null
        },
        {
          "pitcher": "Abner Uribe",
          "mlbamId": 682842,
          "bip": 120,
          "actualWobaOnBip": 0.25666666666666665,
          "expectedWobaOnBip": 0.2917554065682075,
          "defenseSubsidy": -0.03508873990154078,
          "cookedPlus": null
        },
        {
          "pitcher": "Logan Henderson",
          "mlbamId": 701656,
          "bip": 160,
          "actualWobaOnBip": 0.2446875,
          "expectedWobaOnBip": 0.2772642067847013,
          "defenseSubsidy": -0.0325767067847013,
          "cookedPlus": 96.1
        },
        {
          "pitcher": "Brandon Woodruff",
          "mlbamId": 605540,
          "bip": 111,
          "actualWobaOnBip": 0.22972972972972974,
          "expectedWobaOnBip": 0.24618077970072622,
          "defenseSubsidy": -0.016451049970996463,
          "cookedPlus": 82.2
        },
        {
          "pitcher": "Chad Patrick",
          "mlbamId": 694477,
          "bip": 249,
          "actualWobaOnBip": 0.2835341365461847,
          "expectedWobaOnBip": 0.29904408664853294,
          "defenseSubsidy": -0.015509950102348192,
          "cookedPlus": 73.9
        },
        {
          "pitcher": "Robert Gasser",
          "mlbamId": 688107,
          "bip": 234,
          "actualWobaOnBip": 0.29935897435897435,
          "expectedWobaOnBip": 0.314327287960324,
          "defenseSubsidy": -0.014968313601349668,
          "cookedPlus": 93.7
        },
        {
          "pitcher": "Grant Anderson",
          "mlbamId": 681982,
          "bip": 135,
          "actualWobaOnBip": 0.24814814814814815,
          "expectedWobaOnBip": 0.2526659183863448,
          "defenseSubsidy": -0.00451777023819663,
          "cookedPlus": 105.5
        },
        {
          "pitcher": "Brandon Sproat",
          "mlbamId": 687075,
          "bip": 233,
          "actualWobaOnBip": 0.3092274678111588,
          "expectedWobaOnBip": 0.31124326842895655,
          "defenseSubsidy": -0.00201580061779774,
          "cookedPlus": 125.3
        },
        {
          "pitcher": "Kyle Harrison",
          "mlbamId": 690986,
          "bip": 251,
          "actualWobaOnBip": 0.3083665338645419,
          "expectedWobaOnBip": 0.3023159580420136,
          "defenseSubsidy": 0.006050575822528197,
          "cookedPlus": 113.0
        },
        {
          "pitcher": "Shane Drohan",
          "mlbamId": 675660,
          "bip": 289,
          "actualWobaOnBip": 0.33356401384083045,
          "expectedWobaOnBip": 0.30004260201404837,
          "defenseSubsidy": 0.03352141182678213,
          "cookedPlus": 68.5
        },
        {
          "pitcher": "Aaron Ashby",
          "mlbamId": 676879,
          "bip": 176,
          "actualWobaOnBip": 0.3502840909090909,
          "expectedWobaOnBip": 0.30205653259643955,
          "defenseSubsidy": 0.048227558312651346,
          "cookedPlus": 37.4
        }
      ]
    },
    {
      "team": "KC",
      "leagueRank": 9,
      "staffBip": 3380,
      "actualWobaOnBip": 0.30226331360946745,
      "expectedWobaOnBip": 0.31068978181999835,
      "defenseSubsidy": -0.008426468210530903,
      "pitchers": [
        {
          "pitcher": "Randy Dobnak",
          "mlbamId": 677976,
          "bip": 162,
          "actualWobaOnBip": 0.2762345679012346,
          "expectedWobaOnBip": 0.34534619888709805,
          "defenseSubsidy": -0.06911163098586351,
          "cookedPlus": null
        },
        {
          "pitcher": "Kris Bubic",
          "mlbamId": 663460,
          "bip": 124,
          "actualWobaOnBip": 0.2604838709677419,
          "expectedWobaOnBip": 0.31196175653350133,
          "defenseSubsidy": -0.051477885565759426,
          "cookedPlus": null
        },
        {
          "pitcher": "Daniel Lynch IV",
          "mlbamId": 663738,
          "bip": 168,
          "actualWobaOnBip": 0.24345238095238095,
          "expectedWobaOnBip": 0.28922166950302247,
          "defenseSubsidy": -0.04576928855064152,
          "cookedPlus": null
        },
        {
          "pitcher": "Steven Cruz",
          "mlbamId": 674444,
          "bip": 124,
          "actualWobaOnBip": 0.2653225806451613,
          "expectedWobaOnBip": 0.30701605979337054,
          "defenseSubsidy": -0.041693479148209214,
          "cookedPlus": 130.2
        },
        {
          "pitcher": "John Schreiber",
          "mlbamId": 670167,
          "bip": 133,
          "actualWobaOnBip": 0.27556390977443607,
          "expectedWobaOnBip": 0.30041800695021165,
          "defenseSubsidy": -0.024854097175775535,
          "cookedPlus": 77.8
        },
        {
          "pitcher": "Stephen Kolek",
          "mlbamId": 663568,
          "bip": 167,
          "actualWobaOnBip": 0.3008982035928144,
          "expectedWobaOnBip": 0.3120153120911707,
          "defenseSubsidy": -0.011117108498356346,
          "cookedPlus": 93.9
        },
        {
          "pitcher": "Michael Wacha",
          "mlbamId": 608379,
          "bip": 462,
          "actualWobaOnBip": 0.27889610389610386,
          "expectedWobaOnBip": 0.28939083629754553,
          "defenseSubsidy": -0.010494732401441591,
          "cookedPlus": 92.8
        },
        {
          "pitcher": "Noah Cameron",
          "mlbamId": 702070,
          "bip": 408,
          "actualWobaOnBip": 0.3006127450980392,
          "expectedWobaOnBip": 0.30510160666982455,
          "defenseSubsidy": -0.004488861571785349,
          "cookedPlus": 71.0
        },
        {
          "pitcher": "Alex Lange",
          "mlbamId": 656638,
          "bip": 135,
          "actualWobaOnBip": 0.32037037037037036,
          "expectedWobaOnBip": 0.3116126410865396,
          "defenseSubsidy": 0.008757729283830801,
          "cookedPlus": 96.6
        },
        {
          "pitcher": "Seth Lugo",
          "mlbamId": 607625,
          "bip": 452,
          "actualWobaOnBip": 0.33241150442477874,
          "expectedWobaOnBip": 0.32355831661448164,
          "defenseSubsidy": 0.008853187810297088,
          "cookedPlus": 78.6
        },
        {
          "pitcher": "Luinder Avila",
          "mlbamId": 679883,
          "bip": 195,
          "actualWobaOnBip": 0.33153846153846156,
          "expectedWobaOnBip": 0.3176052269566135,
          "defenseSubsidy": 0.013933234581848074,
          "cookedPlus": 87.6
        },
        {
          "pitcher": "Matt Strahm",
          "mlbamId": 621381,
          "bip": 103,
          "actualWobaOnBip": 0.2631067961165049,
          "expectedWobaOnBip": 0.2364728495364806,
          "defenseSubsidy": 0.02663394658002426,
          "cookedPlus": 189.4
        },
        {
          "pitcher": "Lucas Erceg",
          "mlbamId": 668674,
          "bip": 137,
          "actualWobaOnBip": 0.3448905109489051,
          "expectedWobaOnBip": 0.3082977401283359,
          "defenseSubsidy": 0.03659277082056922,
          "cookedPlus": 47.9
        }
      ]
    },
    {
      "team": "DET",
      "leagueRank": 10,
      "staffBip": 3231,
      "actualWobaOnBip": 0.2851129681213247,
      "expectedWobaOnBip": 0.29260112034270414,
      "defenseSubsidy": -0.007488152221379459,
      "pitchers": [
        {
          "pitcher": "Troy Melton",
          "mlbamId": 675512,
          "bip": 261,
          "actualWobaOnBip": 0.24003831417624522,
          "expectedWobaOnBip": 0.27853145418224107,
          "defenseSubsidy": -0.038493140005995845,
          "cookedPlus": 80.4
        },
        {
          "pitcher": "Keider Montero",
          "mlbamId": 672456,
          "bip": 396,
          "actualWobaOnBip": 0.23775252525252527,
          "expectedWobaOnBip": 0.2617473406104081,
          "defenseSubsidy": -0.023994815357882865,
          "cookedPlus": 69.7
        },
        {
          "pitcher": "Enmanuel De Jesus",
          "mlbamId": 646241,
          "bip": 119,
          "actualWobaOnBip": 0.3050420168067227,
          "expectedWobaOnBip": 0.3193471688785415,
          "defenseSubsidy": -0.014305152071818796,
          "cookedPlus": null
        },
        {
          "pitcher": "Ty Madden",
          "mlbamId": 680744,
          "bip": 101,
          "actualWobaOnBip": 0.2613861386138614,
          "expectedWobaOnBip": 0.2738693127569706,
          "defenseSubsidy": -0.012483174143109187,
          "cookedPlus": null
        },
        {
          "pitcher": "Tarik Skubal",
          "mlbamId": 669373,
          "bip": 230,
          "actualWobaOnBip": 0.3006521739130435,
          "expectedWobaOnBip": 0.3120373463859812,
          "defenseSubsidy": -0.011385172472937685,
          "cookedPlus": 85.9
        },
        {
          "pitcher": "Framber Valdez",
          "mlbamId": 664285,
          "bip": 443,
          "actualWobaOnBip": 0.30293453724604963,
          "expectedWobaOnBip": 0.30984764558209477,
          "defenseSubsidy": -0.006913108336045053,
          "cookedPlus": 65.5
        },
        {
          "pitcher": "Tyler Holton",
          "mlbamId": 663947,
          "bip": 183,
          "actualWobaOnBip": 0.3043715846994536,
          "expectedWobaOnBip": 0.30627116424889667,
          "defenseSubsidy": -0.00189957954944314,
          "cookedPlus": 71.3
        },
        {
          "pitcher": "Kyle Finnegan",
          "mlbamId": 640448,
          "bip": 154,
          "actualWobaOnBip": 0.3022727272727273,
          "expectedWobaOnBip": 0.30262662091275916,
          "defenseSubsidy": -0.00035389364003186494,
          "cookedPlus": 117.7
        },
        {
          "pitcher": "Casey Mize",
          "mlbamId": 663554,
          "bip": 231,
          "actualWobaOnBip": 0.29134199134199135,
          "expectedWobaOnBip": 0.2888790320587286,
          "defenseSubsidy": 0.002462959283262716,
          "cookedPlus": 91.1
        },
        {
          "pitcher": "Jack Flaherty",
          "mlbamId": 656427,
          "bip": 226,
          "actualWobaOnBip": 0.3327433628318584,
          "expectedWobaOnBip": 0.3188243975011572,
          "defenseSubsidy": 0.0139189653307012,
          "cookedPlus": 114.9
        },
        {
          "pitcher": "Drew Anderson",
          "mlbamId": 623454,
          "bip": 208,
          "actualWobaOnBip": 0.30408653846153844,
          "expectedWobaOnBip": 0.28639366536143096,
          "defenseSubsidy": 0.017692873100107528,
          "cookedPlus": 104.7
        }
      ]
    },
    {
      "team": "TOR",
      "leagueRank": 11,
      "staffBip": 3226,
      "actualWobaOnBip": 0.291769993800372,
      "expectedWobaOnBip": 0.2971171503857231,
      "defenseSubsidy": -0.005347156585351134,
      "pitchers": [
        {
          "pitcher": "Shane Bieber",
          "mlbamId": 669456,
          "bip": 164,
          "actualWobaOnBip": 0.273780487804878,
          "expectedWobaOnBip": 0.3183455683498829,
          "defenseSubsidy": -0.04456508054500486,
          "cookedPlus": 133.0
        },
        {
          "pitcher": "Braydon Fisher",
          "mlbamId": 680755,
          "bip": 163,
          "actualWobaOnBip": 0.25061349693251533,
          "expectedWobaOnBip": 0.28880059727269075,
          "defenseSubsidy": -0.038187100340175396,
          "cookedPlus": 80.1
        },
        {
          "pitcher": "Eric Lauer",
          "mlbamId": 641778,
          "bip": 108,
          "actualWobaOnBip": 0.24768518518518517,
          "expectedWobaOnBip": 0.2774136495083552,
          "defenseSubsidy": -0.029728464323169973,
          "cookedPlus": 116.5
        },
        {
          "pitcher": "Dylan Cease",
          "mlbamId": 656302,
          "bip": 292,
          "actualWobaOnBip": 0.26952054794520547,
          "expectedWobaOnBip": 0.2972920323401793,
          "defenseSubsidy": -0.027771484394973813,
          "cookedPlus": 67.9
        },
        {
          "pitcher": "Trey Yesavage",
          "mlbamId": 702056,
          "bip": 237,
          "actualWobaOnBip": 0.23860759493670886,
          "expectedWobaOnBip": 0.2597326929225431,
          "defenseSubsidy": -0.021125097985834212,
          "cookedPlus": 82.7
        },
        {
          "pitcher": "Spencer Miles",
          "mlbamId": 693686,
          "bip": 232,
          "actualWobaOnBip": 0.2773706896551725,
          "expectedWobaOnBip": 0.2898227694756084,
          "defenseSubsidy": -0.012452079820436019,
          "cookedPlus": 51.7
        },
        {
          "pitcher": "Max Scherzer",
          "mlbamId": 453286,
          "bip": 151,
          "actualWobaOnBip": 0.26192052980132446,
          "expectedWobaOnBip": 0.27422720511279725,
          "defenseSubsidy": -0.012306675311472733,
          "cookedPlus": 108.6
        },
        {
          "pitcher": "Kevin Gausman",
          "mlbamId": 592332,
          "bip": 360,
          "actualWobaOnBip": 0.31958333333333333,
          "expectedWobaOnBip": 0.31616195494612753,
          "defenseSubsidy": 0.00342137838720584,
          "cookedPlus": 95.7
        },
        {
          "pitcher": "Louis Varland",
          "mlbamId": 686973,
          "bip": 161,
          "actualWobaOnBip": 0.30372670807453417,
          "expectedWobaOnBip": 0.2956144654094891,
          "defenseSubsidy": 0.008112242665045056,
          "cookedPlus": null
        },
        {
          "pitcher": "Patrick Corbin",
          "mlbamId": 571578,
          "bip": 253,
          "actualWobaOnBip": 0.34644268774703557,
          "expectedWobaOnBip": 0.33714005145445536,
          "defenseSubsidy": 0.009302636292580232,
          "cookedPlus": 92.5
        },
        {
          "pitcher": "Tyler Rogers",
          "mlbamId": 643511,
          "bip": 195,
          "actualWobaOnBip": 0.27384615384615385,
          "expectedWobaOnBip": 0.26438807634030065,
          "defenseSubsidy": 0.009458077505853228,
          "cookedPlus": null
        },
        {
          "pitcher": "Mason Fluharty",
          "mlbamId": 689254,
          "bip": 139,
          "actualWobaOnBip": 0.2629496402877698,
          "expectedWobaOnBip": 0.24800355613145791,
          "defenseSubsidy": 0.014946084156311887,
          "cookedPlus": 84.5
        },
        {
          "pitcher": "Jeff Hoffman",
          "mlbamId": 656546,
          "bip": 112,
          "actualWobaOnBip": 0.41830357142857144,
          "expectedWobaOnBip": 0.32912915169161894,
          "defenseSubsidy": 0.08917441973695246,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "LAA",
      "leagueRank": 12,
      "staffBip": 3133,
      "actualWobaOnBip": 0.29577082668368976,
      "expectedWobaOnBip": 0.3004246116724136,
      "defenseSubsidy": -0.004653784988723818,
      "pitchers": [
        {
          "pitcher": "José Soriano",
          "mlbamId": 667755,
          "bip": 309,
          "actualWobaOnBip": 0.26666666666666666,
          "expectedWobaOnBip": 0.31892447332132695,
          "defenseSubsidy": -0.05225780665466025,
          "cookedPlus": 84.4
        },
        {
          "pitcher": "Sam Aldegheri",
          "mlbamId": 691951,
          "bip": 106,
          "actualWobaOnBip": 0.2660377358490566,
          "expectedWobaOnBip": 0.3095014262201979,
          "defenseSubsidy": -0.043463690371141284,
          "cookedPlus": 85.9
        },
        {
          "pitcher": "Ryan Johnson",
          "mlbamId": 696270,
          "bip": 194,
          "actualWobaOnBip": 0.2520618556701031,
          "expectedWobaOnBip": 0.2893432549189539,
          "defenseSubsidy": -0.037281399248850815,
          "cookedPlus": 142.6
        },
        {
          "pitcher": "Sam Bachman",
          "mlbamId": 696147,
          "bip": 114,
          "actualWobaOnBip": 0.25043859649122807,
          "expectedWobaOnBip": 0.2847290062171472,
          "defenseSubsidy": -0.0342904097259191,
          "cookedPlus": 102.1
        },
        {
          "pitcher": "José Fermin",
          "mlbamId": 820862,
          "bip": 112,
          "actualWobaOnBip": 0.2982142857142857,
          "expectedWobaOnBip": 0.3194846147653296,
          "defenseSubsidy": -0.021270329051043896,
          "cookedPlus": 115.4
        },
        {
          "pitcher": "Jack Kochanowicz",
          "mlbamId": 686799,
          "bip": 197,
          "actualWobaOnBip": 0.2964467005076142,
          "expectedWobaOnBip": 0.3120900213990025,
          "defenseSubsidy": -0.015643320891388285,
          "cookedPlus": 80.1
        },
        {
          "pitcher": "Mitch Farris",
          "mlbamId": 815083,
          "bip": 116,
          "actualWobaOnBip": 0.325,
          "expectedWobaOnBip": 0.3385890982777717,
          "defenseSubsidy": -0.01358909827777169,
          "cookedPlus": 152.5
        },
        {
          "pitcher": "Reid Detmers",
          "mlbamId": 672282,
          "bip": 365,
          "actualWobaOnBip": 0.276027397260274,
          "expectedWobaOnBip": 0.28064888949537153,
          "defenseSubsidy": -0.00462149223509754,
          "cookedPlus": 99.8
        },
        {
          "pitcher": "Walbert Ureña",
          "mlbamId": 700712,
          "bip": 308,
          "actualWobaOnBip": 0.27126623376623377,
          "expectedWobaOnBip": 0.270011555954429,
          "defenseSubsidy": 0.0012546778118047398,
          "cookedPlus": 64.8
        },
        {
          "pitcher": "Ryan Zeferjahn",
          "mlbamId": 666171,
          "bip": 102,
          "actualWobaOnBip": 0.2568627450980392,
          "expectedWobaOnBip": 0.25065073302777535,
          "defenseSubsidy": 0.006212012070263864,
          "cookedPlus": 81.3
        },
        {
          "pitcher": "Chase Silseth",
          "mlbamId": 681217,
          "bip": 100,
          "actualWobaOnBip": 0.302,
          "expectedWobaOnBip": 0.2903093155409891,
          "defenseSubsidy": 0.011690684459010897,
          "cookedPlus": 92.8
        },
        {
          "pitcher": "Brent Suter",
          "mlbamId": 608718,
          "bip": 181,
          "actualWobaOnBip": 0.3342541436464088,
          "expectedWobaOnBip": 0.3155970914190623,
          "defenseSubsidy": 0.018657052227346583,
          "cookedPlus": 84.3
        },
        {
          "pitcher": "Grayson Rodriguez",
          "mlbamId": 680570,
          "bip": 210,
          "actualWobaOnBip": 0.35023809523809524,
          "expectedWobaOnBip": 0.32884703832751844,
          "defenseSubsidy": 0.021391056910576804,
          "cookedPlus": 80.5
        },
        {
          "pitcher": "Yusei Kikuchi",
          "mlbamId": 579328,
          "bip": 106,
          "actualWobaOnBip": 0.3688679245283019,
          "expectedWobaOnBip": 0.3313279387279648,
          "defenseSubsidy": 0.037539985800337114,
          "cookedPlus": 110.4
        }
      ]
    },
    {
      "team": "STL",
      "leagueRank": 13,
      "staffBip": 3418,
      "actualWobaOnBip": 0.30444704505558806,
      "expectedWobaOnBip": 0.30900708121767156,
      "defenseSubsidy": -0.004560036162083466,
      "pitchers": [
        {
          "pitcher": "Gordon Graceffo",
          "mlbamId": 700669,
          "bip": 178,
          "actualWobaOnBip": 0.20168539325842696,
          "expectedWobaOnBip": 0.27839338502626376,
          "defenseSubsidy": -0.07670799176783681,
          "cookedPlus": 111.6
        },
        {
          "pitcher": "Riley O'Brien",
          "mlbamId": 676617,
          "bip": 141,
          "actualWobaOnBip": 0.29326241134751774,
          "expectedWobaOnBip": 0.32669970646550595,
          "defenseSubsidy": -0.033437295117988215,
          "cookedPlus": null
        },
        {
          "pitcher": "JoJo Romero",
          "mlbamId": 668941,
          "bip": 117,
          "actualWobaOnBip": 0.31196581196581197,
          "expectedWobaOnBip": 0.3400334699331013,
          "defenseSubsidy": -0.028067657967289324,
          "cookedPlus": 111.6
        },
        {
          "pitcher": "George Soriano",
          "mlbamId": 666277,
          "bip": 152,
          "actualWobaOnBip": 0.2493421052631579,
          "expectedWobaOnBip": 0.2749965051765208,
          "defenseSubsidy": -0.0256543999133629,
          "cookedPlus": 109.9
        },
        {
          "pitcher": "Michael McGreevy",
          "mlbamId": 700241,
          "bip": 428,
          "actualWobaOnBip": 0.28563084112149534,
          "expectedWobaOnBip": 0.3104123032465137,
          "defenseSubsidy": -0.02478146212501839,
          "cookedPlus": 109.4
        },
        {
          "pitcher": "Kyle Leahy",
          "mlbamId": 681517,
          "bip": 361,
          "actualWobaOnBip": 0.32382271468144047,
          "expectedWobaOnBip": 0.33759710301437945,
          "defenseSubsidy": -0.013774388332938993,
          "cookedPlus": 105.9
        },
        {
          "pitcher": "Ryne Stanek",
          "mlbamId": 592773,
          "bip": 132,
          "actualWobaOnBip": 0.2761363636363637,
          "expectedWobaOnBip": 0.2882176974318909,
          "defenseSubsidy": -0.01208133379552726,
          "cookedPlus": 144.8
        },
        {
          "pitcher": "Hunter Dobbins",
          "mlbamId": 690928,
          "bip": 146,
          "actualWobaOnBip": 0.2928082191780822,
          "expectedWobaOnBip": 0.29459841446096363,
          "defenseSubsidy": -0.0017901952828814395,
          "cookedPlus": 106.8
        },
        {
          "pitcher": "Justin Bruihl",
          "mlbamId": 677865,
          "bip": 208,
          "actualWobaOnBip": 0.2971153846153846,
          "expectedWobaOnBip": 0.2983819769508901,
          "defenseSubsidy": -0.001266592335505464,
          "cookedPlus": null
        },
        {
          "pitcher": "Andre Pallante",
          "mlbamId": 669467,
          "bip": 407,
          "actualWobaOnBip": 0.29656019656019655,
          "expectedWobaOnBip": 0.29765341874898515,
          "defenseSubsidy": -0.001093222188788605,
          "cookedPlus": 78.4
        },
        {
          "pitcher": "Matt Svanson",
          "mlbamId": 694335,
          "bip": 138,
          "actualWobaOnBip": 0.36195652173913045,
          "expectedWobaOnBip": 0.3569009419889437,
          "defenseSubsidy": 0.005055579750186754,
          "cookedPlus": 57.1
        },
        {
          "pitcher": "Matthew Liberatore",
          "mlbamId": 669461,
          "bip": 358,
          "actualWobaOnBip": 0.3407821229050279,
          "expectedWobaOnBip": 0.32857008963389683,
          "defenseSubsidy": 0.012212033271131123,
          "cookedPlus": 117.9
        },
        {
          "pitcher": "Dustin May",
          "mlbamId": 669160,
          "bip": 302,
          "actualWobaOnBip": 0.32764900662251656,
          "expectedWobaOnBip": 0.3069930305556791,
          "defenseSubsidy": 0.020655976066837455,
          "cookedPlus": 81.0
        }
      ]
    },
    {
      "team": "MIA",
      "leagueRank": 14,
      "staffBip": 3222,
      "actualWobaOnBip": 0.28660769708255746,
      "expectedWobaOnBip": 0.2906907263185941,
      "defenseSubsidy": -0.004083029236036646,
      "pitchers": [
        {
          "pitcher": "John King",
          "mlbamId": 667463,
          "bip": 135,
          "actualWobaOnBip": 0.2074074074074074,
          "expectedWobaOnBip": 0.25789546610004405,
          "defenseSubsidy": -0.05048805869263664,
          "cookedPlus": 115.1
        },
        {
          "pitcher": "Lake Bachar",
          "mlbamId": 669199,
          "bip": 146,
          "actualWobaOnBip": 0.22397260273972605,
          "expectedWobaOnBip": 0.2554539510141237,
          "defenseSubsidy": -0.03148134827439767,
          "cookedPlus": 114.7
        },
        {
          "pitcher": "Tyler Phillips",
          "mlbamId": 663969,
          "bip": 305,
          "actualWobaOnBip": 0.2839344262295082,
          "expectedWobaOnBip": 0.3092180859163217,
          "defenseSubsidy": -0.025283659686813505,
          "cookedPlus": 98.2
        },
        {
          "pitcher": "Sandy Alcantara",
          "mlbamId": 645261,
          "bip": 543,
          "actualWobaOnBip": 0.28186003683241256,
          "expectedWobaOnBip": 0.29242640834740224,
          "defenseSubsidy": -0.010566371514989747,
          "cookedPlus": 70.4
        },
        {
          "pitcher": "Calvin Faucher",
          "mlbamId": 676534,
          "bip": 145,
          "actualWobaOnBip": 0.3048275862068966,
          "expectedWobaOnBip": 0.3149064300581474,
          "defenseSubsidy": -0.010078843851250796,
          "cookedPlus": null
        },
        {
          "pitcher": "Eury Pérez",
          "mlbamId": 691587,
          "bip": 305,
          "actualWobaOnBip": 0.2636065573770492,
          "expectedWobaOnBip": 0.2725673550780828,
          "defenseSubsidy": -0.008960797701033611,
          "cookedPlus": 94.2
        },
        {
          "pitcher": "Max Meyer",
          "mlbamId": 676974,
          "bip": 280,
          "actualWobaOnBip": 0.2898214285714286,
          "expectedWobaOnBip": 0.29701867396207443,
          "defenseSubsidy": -0.00719724539064585,
          "cookedPlus": 88.9
        },
        {
          "pitcher": "Ryan Gusto",
          "mlbamId": 687473,
          "bip": 197,
          "actualWobaOnBip": 0.3180203045685279,
          "expectedWobaOnBip": 0.31673865024164355,
          "defenseSubsidy": 0.0012816543268843955,
          "cookedPlus": 86.3
        },
        {
          "pitcher": "Michael Petersen",
          "mlbamId": 656848,
          "bip": 126,
          "actualWobaOnBip": 0.251984126984127,
          "expectedWobaOnBip": 0.25004778993215265,
          "defenseSubsidy": 0.0019363370519743478,
          "cookedPlus": 114.3
        },
        {
          "pitcher": "Janson Junk",
          "mlbamId": 676083,
          "bip": 308,
          "actualWobaOnBip": 0.30957792207792206,
          "expectedWobaOnBip": 0.29578083174432,
          "defenseSubsidy": 0.01379709033360209,
          "cookedPlus": 76.6
        },
        {
          "pitcher": "Cade Gibson",
          "mlbamId": 806188,
          "bip": 116,
          "actualWobaOnBip": 0.33189655172413796,
          "expectedWobaOnBip": 0.31041175703080487,
          "defenseSubsidy": 0.02148479469333308,
          "cookedPlus": null
        },
        {
          "pitcher": "Chris Paddack",
          "mlbamId": 663978,
          "bip": 101,
          "actualWobaOnBip": 0.3594059405940594,
          "expectedWobaOnBip": 0.3190256301807713,
          "defenseSubsidy": 0.04038031041328813,
          "cookedPlus": 120.7
        }
      ]
    },
    {
      "team": "HOU",
      "leagueRank": 15,
      "staffBip": 3137,
      "actualWobaOnBip": 0.28927319094676446,
      "expectedWobaOnBip": 0.29325777636783634,
      "defenseSubsidy": -0.003984585421071921,
      "pitchers": [
        {
          "pitcher": "Spencer Arrighetti",
          "mlbamId": 681293,
          "bip": 222,
          "actualWobaOnBip": 0.25270270270270273,
          "expectedWobaOnBip": 0.30040406977266565,
          "defenseSubsidy": -0.047701367069962974,
          "cookedPlus": 106.5
        },
        {
          "pitcher": "Steven Okert",
          "mlbamId": 595345,
          "bip": 159,
          "actualWobaOnBip": 0.23301886792452833,
          "expectedWobaOnBip": 0.2802040255648469,
          "defenseSubsidy": -0.047185157640318616,
          "cookedPlus": 90.2
        },
        {
          "pitcher": "Tatsuya Imai",
          "mlbamId": 837227,
          "bip": 161,
          "actualWobaOnBip": 0.27577639751552796,
          "expectedWobaOnBip": 0.31614006735425093,
          "defenseSubsidy": -0.04036366983872296,
          "cookedPlus": 112.1
        },
        {
          "pitcher": "Bryan Abreu",
          "mlbamId": 650556,
          "bip": 106,
          "actualWobaOnBip": 0.2830188679245283,
          "expectedWobaOnBip": 0.3021025509078147,
          "defenseSubsidy": -0.019083682983286398,
          "cookedPlus": 120.5
        },
        {
          "pitcher": "Kai-Wei Teng",
          "mlbamId": 678906,
          "bip": 186,
          "actualWobaOnBip": 0.29435483870967744,
          "expectedWobaOnBip": 0.3126215315677078,
          "defenseSubsidy": -0.018266692858030363,
          "cookedPlus": 125.0
        },
        {
          "pitcher": "AJ Blubaugh",
          "mlbamId": 805123,
          "bip": 203,
          "actualWobaOnBip": 0.2566502463054187,
          "expectedWobaOnBip": 0.27447168797969046,
          "defenseSubsidy": -0.017821441674271753,
          "cookedPlus": 115.1
        },
        {
          "pitcher": "Cristian Javier",
          "mlbamId": 664299,
          "bip": 118,
          "actualWobaOnBip": 0.32881355932203393,
          "expectedWobaOnBip": 0.33268793320297896,
          "defenseSubsidy": -0.003874373880945074,
          "cookedPlus": 162.1
        },
        {
          "pitcher": "Hunter Brown",
          "mlbamId": 686613,
          "bip": 182,
          "actualWobaOnBip": 0.26263736263736265,
          "expectedWobaOnBip": 0.2628262089295263,
          "defenseSubsidy": -0.00018884629216362066,
          "cookedPlus": 85.1
        },
        {
          "pitcher": "Peter Lambert",
          "mlbamId": 663567,
          "bip": 344,
          "actualWobaOnBip": 0.2748546511627907,
          "expectedWobaOnBip": 0.2598254605413534,
          "defenseSubsidy": 0.015029190621437304,
          "cookedPlus": 83.9
        },
        {
          "pitcher": "Mike Burrows",
          "mlbamId": 681347,
          "bip": 287,
          "actualWobaOnBip": 0.31602787456445997,
          "expectedWobaOnBip": 0.29892532642719916,
          "defenseSubsidy": 0.017102548137260743,
          "cookedPlus": 110.5
        },
        {
          "pitcher": "Enyel De Los Santos",
          "mlbamId": 660853,
          "bip": 176,
          "actualWobaOnBip": 0.30823863636363635,
          "expectedWobaOnBip": 0.29086620600215735,
          "defenseSubsidy": 0.017372430361479067,
          "cookedPlus": 88.8
        },
        {
          "pitcher": "Bryan King",
          "mlbamId": 687911,
          "bip": 159,
          "actualWobaOnBip": 0.3154088050314465,
          "expectedWobaOnBip": 0.2936530879408849,
          "defenseSubsidy": 0.021755717090561667,
          "cookedPlus": 89.7
        }
      ]
    },
    {
      "team": "BOS",
      "leagueRank": 16,
      "staffBip": 3231,
      "actualWobaOnBip": 0.2962705044877747,
      "expectedWobaOnBip": 0.29951129961545786,
      "defenseSubsidy": -0.00324079512768315,
      "pitchers": [
        {
          "pitcher": "Jovani Morán",
          "mlbamId": 663558,
          "bip": 131,
          "actualWobaOnBip": 0.22366412213740458,
          "expectedWobaOnBip": 0.26439054563434755,
          "defenseSubsidy": -0.04072642349694297,
          "cookedPlus": 98.7
        },
        {
          "pitcher": "Ryan Watson",
          "mlbamId": 670245,
          "bip": 166,
          "actualWobaOnBip": 0.28343373493975904,
          "expectedWobaOnBip": 0.31917700066258337,
          "defenseSubsidy": -0.03574326572282433,
          "cookedPlus": 118.1
        },
        {
          "pitcher": "Garrett Whitlock",
          "mlbamId": 676477,
          "bip": 109,
          "actualWobaOnBip": 0.26055045871559634,
          "expectedWobaOnBip": 0.2915398324383871,
          "defenseSubsidy": -0.030989373722790793,
          "cookedPlus": null
        },
        {
          "pitcher": "Brayan Bello",
          "mlbamId": 678394,
          "bip": 282,
          "actualWobaOnBip": 0.3102836879432624,
          "expectedWobaOnBip": 0.3380304049545815,
          "defenseSubsidy": -0.027746717011319068,
          "cookedPlus": 83.6
        },
        {
          "pitcher": "Jake Bennett",
          "mlbamId": 687562,
          "bip": 257,
          "actualWobaOnBip": 0.2589494163424124,
          "expectedWobaOnBip": 0.27820460965814736,
          "defenseSubsidy": -0.01925519331573488,
          "cookedPlus": 103.1
        },
        {
          "pitcher": "Connelly Early",
          "mlbamId": 813349,
          "bip": 237,
          "actualWobaOnBip": 0.27299578059071733,
          "expectedWobaOnBip": 0.2876460349789589,
          "defenseSubsidy": -0.014650254388241624,
          "cookedPlus": 113.5
        },
        {
          "pitcher": "Ranger Suarez",
          "mlbamId": 624133,
          "bip": 324,
          "actualWobaOnBip": 0.3103395061728395,
          "expectedWobaOnBip": 0.3233881945678326,
          "defenseSubsidy": -0.01304868839499307,
          "cookedPlus": 41.1
        },
        {
          "pitcher": "Sonny Gray",
          "mlbamId": 543243,
          "bip": 396,
          "actualWobaOnBip": 0.301010101010101,
          "expectedWobaOnBip": 0.3111646029186344,
          "defenseSubsidy": -0.010154501908533389,
          "cookedPlus": 69.6
        },
        {
          "pitcher": "Greg Weissert",
          "mlbamId": 669711,
          "bip": 135,
          "actualWobaOnBip": 0.2781481481481482,
          "expectedWobaOnBip": 0.2759331398739261,
          "defenseSubsidy": 0.002215008274222103,
          "cookedPlus": 95.2
        },
        {
          "pitcher": "Payton Tolle",
          "mlbamId": 801139,
          "bip": 309,
          "actualWobaOnBip": 0.30032362459546924,
          "expectedWobaOnBip": 0.26930221312173336,
          "defenseSubsidy": 0.031021411473735903,
          "cookedPlus": 97.0
        },
        {
          "pitcher": "Aroldis Chapman",
          "mlbamId": 547973,
          "bip": 105,
          "actualWobaOnBip": 0.32142857142857145,
          "expectedWobaOnBip": 0.2667143506045404,
          "defenseSubsidy": 0.054714220824031025,
          "cookedPlus": null
        },
        {
          "pitcher": "Patrick Sandoval",
          "mlbamId": 663776,
          "bip": 119,
          "actualWobaOnBip": 0.4016806722689075,
          "expectedWobaOnBip": 0.32989978219570576,
          "defenseSubsidy": 0.07178089007320176,
          "cookedPlus": 87.8
        }
      ]
    },
    {
      "team": "WSH",
      "leagueRank": 17,
      "staffBip": 3433,
      "actualWobaOnBip": 0.30065540343722696,
      "expectedWobaOnBip": 0.3035326162081391,
      "defenseSubsidy": -0.0028772127709121987,
      "pitchers": [
        {
          "pitcher": "PJ Poulin",
          "mlbamId": 676571,
          "bip": 100,
          "actualWobaOnBip": 0.24050000000000002,
          "expectedWobaOnBip": 0.29133621109665325,
          "defenseSubsidy": -0.05083621109665322,
          "cookedPlus": null
        },
        {
          "pitcher": "Zack Littell",
          "mlbamId": 641793,
          "bip": 348,
          "actualWobaOnBip": 0.26436781609195403,
          "expectedWobaOnBip": 0.3052463395507111,
          "defenseSubsidy": -0.04087852345875706,
          "cookedPlus": 163.4
        },
        {
          "pitcher": "Foster Griffin",
          "mlbamId": 656492,
          "bip": 350,
          "actualWobaOnBip": 0.266,
          "expectedWobaOnBip": 0.30404400991580716,
          "defenseSubsidy": -0.03804400991580713,
          "cookedPlus": 92.5
        },
        {
          "pitcher": "Andrew Alvarez",
          "mlbamId": 674841,
          "bip": 232,
          "actualWobaOnBip": 0.31336206896551727,
          "expectedWobaOnBip": 0.33058678079174997,
          "defenseSubsidy": -0.017224711826232746,
          "cookedPlus": 68.9
        },
        {
          "pitcher": "Brad Lord",
          "mlbamId": 695418,
          "bip": 182,
          "actualWobaOnBip": 0.26868131868131867,
          "expectedWobaOnBip": 0.2839200798925708,
          "defenseSubsidy": -0.015238761211252129,
          "cookedPlus": 72.0
        },
        {
          "pitcher": "Miles Mikolas",
          "mlbamId": 571945,
          "bip": 384,
          "actualWobaOnBip": 0.28945312500000003,
          "expectedWobaOnBip": 0.298165901630103,
          "defenseSubsidy": -0.008712776630102954,
          "cookedPlus": 132.5
        },
        {
          "pitcher": "Jake Irvin",
          "mlbamId": 663623,
          "bip": 208,
          "actualWobaOnBip": 0.28750000000000003,
          "expectedWobaOnBip": 0.29302823639616776,
          "defenseSubsidy": -0.005528236396167772,
          "cookedPlus": 134.9
        },
        {
          "pitcher": "Orlando Ribalta",
          "mlbamId": 687377,
          "bip": 107,
          "actualWobaOnBip": 0.24532710280373832,
          "expectedWobaOnBip": 0.24319400133771713,
          "defenseSubsidy": 0.0021331014660212243,
          "cookedPlus": 109.4
        },
        {
          "pitcher": "Cade Cavalli",
          "mlbamId": 676917,
          "bip": 380,
          "actualWobaOnBip": 0.32394736842105265,
          "expectedWobaOnBip": 0.3203510593218991,
          "defenseSubsidy": 0.003596309099153537,
          "cookedPlus": 96.0
        },
        {
          "pitcher": "Mitchell Parker",
          "mlbamId": 680730,
          "bip": 120,
          "actualWobaOnBip": 0.32708333333333334,
          "expectedWobaOnBip": 0.318105594787663,
          "defenseSubsidy": 0.008977738545670364,
          "cookedPlus": 116.1
        },
        {
          "pitcher": "Paxton Schultz",
          "mlbamId": 687606,
          "bip": 102,
          "actualWobaOnBip": 0.37696078431372554,
          "expectedWobaOnBip": 0.3403780404614439,
          "defenseSubsidy": 0.03658274385228157,
          "cookedPlus": 101.8
        }
      ]
    },
    {
      "team": "TEX",
      "leagueRank": 18,
      "staffBip": 3271,
      "actualWobaOnBip": 0.30343931519413025,
      "expectedWobaOnBip": 0.30498961107878814,
      "defenseSubsidy": -0.0015502958846579163,
      "pitchers": [
        {
          "pitcher": "Jakob Junis",
          "mlbamId": 596001,
          "bip": 133,
          "actualWobaOnBip": 0.2567669172932331,
          "expectedWobaOnBip": 0.312807125233438,
          "defenseSubsidy": -0.056040207940204936,
          "cookedPlus": null
        },
        {
          "pitcher": "Jacob Latz",
          "mlbamId": 656641,
          "bip": 132,
          "actualWobaOnBip": 0.19962121212121214,
          "expectedWobaOnBip": 0.23828642264622565,
          "defenseSubsidy": -0.038665210525013545,
          "cookedPlus": null
        },
        {
          "pitcher": "Cal Quantrill",
          "mlbamId": 615698,
          "bip": 251,
          "actualWobaOnBip": 0.2597609561752988,
          "expectedWobaOnBip": 0.27502397579630483,
          "defenseSubsidy": -0.015263019621006003,
          "cookedPlus": 62.8
        },
        {
          "pitcher": "Jacob deGrom",
          "mlbamId": 594798,
          "bip": 327,
          "actualWobaOnBip": 0.30871559633027523,
          "expectedWobaOnBip": 0.32385585976590153,
          "defenseSubsidy": -0.015140263435626295,
          "cookedPlus": 110.8
        },
        {
          "pitcher": "MacKenzie Gore",
          "mlbamId": 669022,
          "bip": 393,
          "actualWobaOnBip": 0.3059796437659033,
          "expectedWobaOnBip": 0.31929524581745755,
          "defenseSubsidy": -0.013315602051554262,
          "cookedPlus": 86.1
        },
        {
          "pitcher": "Nathan Eovaldi",
          "mlbamId": 543135,
          "bip": 354,
          "actualWobaOnBip": 0.297316384180791,
          "expectedWobaOnBip": 0.3097680027592956,
          "defenseSubsidy": -0.01245161857850464,
          "cookedPlus": 122.5
        },
        {
          "pitcher": "Jack Leiter",
          "mlbamId": 683004,
          "bip": 219,
          "actualWobaOnBip": 0.3050228310502283,
          "expectedWobaOnBip": 0.3152765091974705,
          "defenseSubsidy": -0.01025367814724224,
          "cookedPlus": 99.3
        },
        {
          "pitcher": "Kumar Rocker",
          "mlbamId": 677958,
          "bip": 362,
          "actualWobaOnBip": 0.3074585635359116,
          "expectedWobaOnBip": 0.3041671496833912,
          "defenseSubsidy": 0.003291413852520401,
          "cookedPlus": 86.0
        },
        {
          "pitcher": "Cole Winn",
          "mlbamId": 668390,
          "bip": 141,
          "actualWobaOnBip": 0.350354609929078,
          "expectedWobaOnBip": 0.3397816448647926,
          "defenseSubsidy": 0.010572965064285417,
          "cookedPlus": 92.0
        },
        {
          "pitcher": "Peyton Gray",
          "mlbamId": 682608,
          "bip": 149,
          "actualWobaOnBip": 0.3291946308724832,
          "expectedWobaOnBip": 0.2871169946775631,
          "defenseSubsidy": 0.04207763619492018,
          "cookedPlus": 103.4
        },
        {
          "pitcher": "Tyler Alexander",
          "mlbamId": 641302,
          "bip": 173,
          "actualWobaOnBip": 0.3511560693641618,
          "expectedWobaOnBip": 0.3028638188570856,
          "defenseSubsidy": 0.048292250507076286,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "CLE",
      "leagueRank": 19,
      "staffBip": 3098,
      "actualWobaOnBip": 0.29853131052291804,
      "expectedWobaOnBip": 0.29984141060207553,
      "defenseSubsidy": -0.0013101000791575178,
      "pitchers": [
        {
          "pitcher": "Colin Holderman",
          "mlbamId": 670059,
          "bip": 131,
          "actualWobaOnBip": 0.2263358778625954,
          "expectedWobaOnBip": 0.2894886273202684,
          "defenseSubsidy": -0.063152749457673,
          "cookedPlus": null
        },
        {
          "pitcher": "Tanner Bibee",
          "mlbamId": 676440,
          "bip": 436,
          "actualWobaOnBip": 0.25137614678899084,
          "expectedWobaOnBip": 0.29174635038286534,
          "defenseSubsidy": -0.040370203593874485,
          "cookedPlus": 103.1
        },
        {
          "pitcher": "Gavin Williams",
          "mlbamId": 668909,
          "bip": 343,
          "actualWobaOnBip": 0.284402332361516,
          "expectedWobaOnBip": 0.3207453953360144,
          "defenseSubsidy": -0.036343062974498394,
          "cookedPlus": 132.5
        },
        {
          "pitcher": "Parker Messick",
          "mlbamId": 800048,
          "bip": 399,
          "actualWobaOnBip": 0.26416040100250626,
          "expectedWobaOnBip": 0.29174692726130225,
          "defenseSubsidy": -0.027586526258795985,
          "cookedPlus": 65.9
        },
        {
          "pitcher": "Hunter Gaddis",
          "mlbamId": 683769,
          "bip": 128,
          "actualWobaOnBip": 0.278125,
          "expectedWobaOnBip": 0.2971515009495423,
          "defenseSubsidy": -0.019026500949542287,
          "cookedPlus": 92.1
        },
        {
          "pitcher": "Tim Herrin",
          "mlbamId": 682120,
          "bip": 119,
          "actualWobaOnBip": 0.2504201680672269,
          "expectedWobaOnBip": 0.261722311207572,
          "defenseSubsidy": -0.011302143140345076,
          "cookedPlus": 76.9
        },
        {
          "pitcher": "Cade Smith",
          "mlbamId": 671922,
          "bip": 133,
          "actualWobaOnBip": 0.318796992481203,
          "expectedWobaOnBip": 0.3032353016215877,
          "defenseSubsidy": 0.015561690859615302,
          "cookedPlus": 88.8
        },
        {
          "pitcher": "Slade Cecconi",
          "mlbamId": 677944,
          "bip": 342,
          "actualWobaOnBip": 0.33771929824561403,
          "expectedWobaOnBip": 0.31020320861997513,
          "defenseSubsidy": 0.0275160896256389,
          "cookedPlus": 117.6
        },
        {
          "pitcher": "Joey Cantillo",
          "mlbamId": 676282,
          "bip": 354,
          "actualWobaOnBip": 0.3282485875706215,
          "expectedWobaOnBip": 0.29589015872448116,
          "defenseSubsidy": 0.03235842884614032,
          "cookedPlus": 95.9
        },
        {
          "pitcher": "Matt Festa",
          "mlbamId": 670036,
          "bip": 154,
          "actualWobaOnBip": 0.36136363636363633,
          "expectedWobaOnBip": 0.3059262255059678,
          "defenseSubsidy": 0.05543741085766851,
          "cookedPlus": 110.6
        }
      ]
    },
    {
      "team": "CIN",
      "leagueRank": 20,
      "staffBip": 3258,
      "actualWobaOnBip": 0.30314610190300795,
      "expectedWobaOnBip": 0.3032502577625413,
      "defenseSubsidy": -0.00010415585953326547,
      "pitchers": [
        {
          "pitcher": "Pierce Johnson",
          "mlbamId": 572955,
          "bip": 107,
          "actualWobaOnBip": 0.2719626168224299,
          "expectedWobaOnBip": 0.32071053606385314,
          "defenseSubsidy": -0.048747919241423215,
          "cookedPlus": 108.4
        },
        {
          "pitcher": "Chase Petty",
          "mlbamId": 695534,
          "bip": 104,
          "actualWobaOnBip": 0.2658653846153846,
          "expectedWobaOnBip": 0.29013448865167646,
          "defenseSubsidy": -0.02426910403629182,
          "cookedPlus": 86.6
        },
        {
          "pitcher": "Nick Lodolo",
          "mlbamId": 666157,
          "bip": 229,
          "actualWobaOnBip": 0.3200873362445415,
          "expectedWobaOnBip": 0.34260687840204934,
          "defenseSubsidy": -0.022519542157507854,
          "cookedPlus": 94.9
        },
        {
          "pitcher": "Andrew Abbott",
          "mlbamId": 671096,
          "bip": 416,
          "actualWobaOnBip": 0.2814903846153846,
          "expectedWobaOnBip": 0.3011995129564969,
          "defenseSubsidy": -0.019709128341112287,
          "cookedPlus": 100.4
        },
        {
          "pitcher": "Brady Singer",
          "mlbamId": 663903,
          "bip": 404,
          "actualWobaOnBip": 0.3131188118811881,
          "expectedWobaOnBip": 0.31682722043597594,
          "defenseSubsidy": -0.0037084085547877867,
          "cookedPlus": 104.5
        },
        {
          "pitcher": "Rhett Lowder",
          "mlbamId": 695076,
          "bip": 322,
          "actualWobaOnBip": 0.30838509316770185,
          "expectedWobaOnBip": 0.3047218805941036,
          "defenseSubsidy": 0.0036632125735982725,
          "cookedPlus": 105.0
        },
        {
          "pitcher": "Brock Burke",
          "mlbamId": 656271,
          "bip": 157,
          "actualWobaOnBip": 0.29044585987261146,
          "expectedWobaOnBip": 0.2743915952532482,
          "defenseSubsidy": 0.016054264619363295,
          "cookedPlus": 75.6
        },
        {
          "pitcher": "Tejay Antone",
          "mlbamId": 622088,
          "bip": 115,
          "actualWobaOnBip": 0.3,
          "expectedWobaOnBip": 0.28038751674750256,
          "defenseSubsidy": 0.019612483252497436,
          "cookedPlus": 90.8
        },
        {
          "pitcher": "Chase Burns",
          "mlbamId": 695505,
          "bip": 330,
          "actualWobaOnBip": 0.3072727272727273,
          "expectedWobaOnBip": 0.28362424395617924,
          "defenseSubsidy": 0.02364848331654802,
          "cookedPlus": 102.9
        },
        {
          "pitcher": "Sam Moll",
          "mlbamId": 594580,
          "bip": 139,
          "actualWobaOnBip": 0.34820143884892085,
          "expectedWobaOnBip": 0.3119643689100823,
          "defenseSubsidy": 0.03623706993883857,
          "cookedPlus": 47.3
        }
      ]
    },
    {
      "team": "SD",
      "leagueRank": 21,
      "staffBip": 3256,
      "actualWobaOnBip": 0.28846744471744473,
      "expectedWobaOnBip": 0.28778699176717554,
      "defenseSubsidy": 0.0006804529502692218,
      "pitchers": [
        {
          "pitcher": "Michael King",
          "mlbamId": 650633,
          "bip": 409,
          "actualWobaOnBip": 0.2482885085574572,
          "expectedWobaOnBip": 0.28641444945341876,
          "defenseSubsidy": -0.038125940895961545,
          "cookedPlus": 105.2
        },
        {
          "pitcher": "Yuki Matsui",
          "mlbamId": 673513,
          "bip": 116,
          "actualWobaOnBip": 0.19655172413793104,
          "expectedWobaOnBip": 0.2172614851812327,
          "defenseSubsidy": -0.020709761043301654,
          "cookedPlus": 111.6
        },
        {
          "pitcher": "Randy Vásquez",
          "mlbamId": 681190,
          "bip": 386,
          "actualWobaOnBip": 0.2924870466321244,
          "expectedWobaOnBip": 0.31269531099307196,
          "defenseSubsidy": -0.020208264360947605,
          "cookedPlus": 122.2
        },
        {
          "pitcher": "Wandy Peralta",
          "mlbamId": 593974,
          "bip": 198,
          "actualWobaOnBip": 0.30757575757575756,
          "expectedWobaOnBip": 0.31461752414471406,
          "defenseSubsidy": -0.007041766568956459,
          "cookedPlus": 47.0
        },
        {
          "pitcher": "Germán Márquez",
          "mlbamId": 608566,
          "bip": 159,
          "actualWobaOnBip": 0.2789308176100629,
          "expectedWobaOnBip": 0.28572104762585354,
          "defenseSubsidy": -0.006790230015790633,
          "cookedPlus": 141.7
        },
        {
          "pitcher": "Walker Buehler",
          "mlbamId": 621111,
          "bip": 359,
          "actualWobaOnBip": 0.29512534818941505,
          "expectedWobaOnBip": 0.2982658653813999,
          "defenseSubsidy": -0.0031405171919848085,
          "cookedPlus": 80.1
        },
        {
          "pitcher": "Ron Marinaccio",
          "mlbamId": 676760,
          "bip": 135,
          "actualWobaOnBip": 0.30185185185185187,
          "expectedWobaOnBip": 0.29919726580128225,
          "defenseSubsidy": 0.0026545860505695624,
          "cookedPlus": 114.7
        },
        {
          "pitcher": "Adrian Morejon",
          "mlbamId": 670970,
          "bip": 176,
          "actualWobaOnBip": 0.3105113636363636,
          "expectedWobaOnBip": 0.29239538460302017,
          "defenseSubsidy": 0.018115979033343475,
          "cookedPlus": null
        },
        {
          "pitcher": "Griffin Canning",
          "mlbamId": 656288,
          "bip": 209,
          "actualWobaOnBip": 0.31985645933014356,
          "expectedWobaOnBip": 0.3014554223728159,
          "defenseSubsidy": 0.018401036957327626,
          "cookedPlus": 110.4
        },
        {
          "pitcher": "Kyle Hart",
          "mlbamId": 606996,
          "bip": 147,
          "actualWobaOnBip": 0.2894557823129251,
          "expectedWobaOnBip": 0.2702854372500337,
          "defenseSubsidy": 0.019170345062891486,
          "cookedPlus": null
        },
        {
          "pitcher": "Bradgley Rodriguez",
          "mlbamId": 699134,
          "bip": 160,
          "actualWobaOnBip": 0.303125,
          "expectedWobaOnBip": 0.25120816580253846,
          "defenseSubsidy": 0.051916834197461535,
          "cookedPlus": null
        },
        {
          "pitcher": "Matt Waldron",
          "mlbamId": 663362,
          "bip": 102,
          "actualWobaOnBip": 0.3573529411764706,
          "expectedWobaOnBip": 0.28653660174169276,
          "defenseSubsidy": 0.07081633943477786,
          "cookedPlus": 133.1
        }
      ]
    },
    {
      "team": "PIT",
      "leagueRank": 22,
      "staffBip": 3218,
      "actualWobaOnBip": 0.3103480422622747,
      "expectedWobaOnBip": 0.3090240029839732,
      "defenseSubsidy": 0.0013240392783015204,
      "pitchers": [
        {
          "pitcher": "Mitch Keller",
          "mlbamId": 656605,
          "bip": 348,
          "actualWobaOnBip": 0.3017241379310345,
          "expectedWobaOnBip": 0.340140686566099,
          "defenseSubsidy": -0.03841654863506454,
          "cookedPlus": 105.0
        },
        {
          "pitcher": "Carmen Mlodzinski",
          "mlbamId": 669387,
          "bip": 332,
          "actualWobaOnBip": 0.3310240963855422,
          "expectedWobaOnBip": 0.3537106471835207,
          "defenseSubsidy": -0.022686550797978478,
          "cookedPlus": 75.9
        },
        {
          "pitcher": "Braxton Ashcraft",
          "mlbamId": 677952,
          "bip": 398,
          "actualWobaOnBip": 0.29020100502512564,
          "expectedWobaOnBip": 0.3001229796836226,
          "defenseSubsidy": -0.009921974658496948,
          "cookedPlus": 104.0
        },
        {
          "pitcher": "Yohan Ramírez",
          "mlbamId": 670990,
          "bip": 167,
          "actualWobaOnBip": 0.3029940119760479,
          "expectedWobaOnBip": 0.3111619475891935,
          "defenseSubsidy": -0.008167935613145626,
          "cookedPlus": null
        },
        {
          "pitcher": "Dennis Santana",
          "mlbamId": 642701,
          "bip": 118,
          "actualWobaOnBip": 0.3072033898305085,
          "expectedWobaOnBip": 0.3066377771314947,
          "defenseSubsidy": 0.0005656126990137701,
          "cookedPlus": 160.2
        },
        {
          "pitcher": "Bubba Chandler",
          "mlbamId": 696149,
          "bip": 366,
          "actualWobaOnBip": 0.29330601092896175,
          "expectedWobaOnBip": 0.28500515591215536,
          "defenseSubsidy": 0.008300855016806415,
          "cookedPlus": 86.7
        },
        {
          "pitcher": "Gregory Soto",
          "mlbamId": 642397,
          "bip": 136,
          "actualWobaOnBip": 0.2827205882352941,
          "expectedWobaOnBip": 0.2742461409874397,
          "defenseSubsidy": 0.008474447247854459,
          "cookedPlus": 77.3
        },
        {
          "pitcher": "Isaac Mattson",
          "mlbamId": 676755,
          "bip": 110,
          "actualWobaOnBip": 0.3522727272727273,
          "expectedWobaOnBip": 0.34205603866908946,
          "defenseSubsidy": 0.010216688603637843,
          "cookedPlus": null
        },
        {
          "pitcher": "Mason Montgomery",
          "mlbamId": 682254,
          "bip": 107,
          "actualWobaOnBip": 0.31728971962616825,
          "expectedWobaOnBip": 0.29651055832697426,
          "defenseSubsidy": 0.020779161299193993,
          "cookedPlus": 85.1
        },
        {
          "pitcher": "Jared Jones",
          "mlbamId": 683003,
          "bip": 173,
          "actualWobaOnBip": 0.2976878612716763,
          "expectedWobaOnBip": 0.2733929438091924,
          "defenseSubsidy": 0.02429491746248389,
          "cookedPlus": 162.8
        },
        {
          "pitcher": "Paul Skenes",
          "mlbamId": 694973,
          "bip": 355,
          "actualWobaOnBip": 0.3205633802816901,
          "expectedWobaOnBip": 0.2939916572702995,
          "defenseSubsidy": 0.0265717230113906,
          "cookedPlus": 92.2
        }
      ]
    },
    {
      "team": "SEA",
      "leagueRank": 23,
      "staffBip": 3245,
      "actualWobaOnBip": 0.3026964560862866,
      "expectedWobaOnBip": 0.30125971713563376,
      "defenseSubsidy": 0.001436738950652861,
      "pitchers": [
        {
          "pitcher": "Logan Gilbert",
          "mlbamId": 669302,
          "bip": 389,
          "actualWobaOnBip": 0.2681233933161954,
          "expectedWobaOnBip": 0.30436058214005995,
          "defenseSubsidy": -0.03623718882386459,
          "cookedPlus": 106.3
        },
        {
          "pitcher": "Bryan Woo",
          "mlbamId": 693433,
          "bip": 384,
          "actualWobaOnBip": 0.2889322916666667,
          "expectedWobaOnBip": 0.30136079128031273,
          "defenseSubsidy": -0.012428499613646072,
          "cookedPlus": 88.3
        },
        {
          "pitcher": "Bryce Miller",
          "mlbamId": 682243,
          "bip": 240,
          "actualWobaOnBip": 0.258125,
          "expectedWobaOnBip": 0.26768622057400254,
          "defenseSubsidy": -0.009561220574002481,
          "cookedPlus": 143.0
        },
        {
          "pitcher": "Emerson Hancock",
          "mlbamId": 676106,
          "bip": 360,
          "actualWobaOnBip": 0.28041666666666665,
          "expectedWobaOnBip": 0.28498523029069905,
          "defenseSubsidy": -0.004568563624032406,
          "cookedPlus": 93.7
        },
        {
          "pitcher": "Eduard Bazardo",
          "mlbamId": 660825,
          "bip": 166,
          "actualWobaOnBip": 0.31837349397590364,
          "expectedWobaOnBip": 0.30965366750074996,
          "defenseSubsidy": 0.008719826475153625,
          "cookedPlus": 108.9
        },
        {
          "pitcher": "Luis Castillo",
          "mlbamId": 622491,
          "bip": 303,
          "actualWobaOnBip": 0.3237623762376238,
          "expectedWobaOnBip": 0.3080795191948983,
          "defenseSubsidy": 0.01568285704272547,
          "cookedPlus": 105.0
        },
        {
          "pitcher": "George Kirby",
          "mlbamId": 669923,
          "bip": 435,
          "actualWobaOnBip": 0.3339080459770115,
          "expectedWobaOnBip": 0.3085464007805178,
          "defenseSubsidy": 0.025361645196493712,
          "cookedPlus": 69.3
        },
        {
          "pitcher": "José A. Ferrer",
          "mlbamId": 678606,
          "bip": 172,
          "actualWobaOnBip": 0.32616279069767445,
          "expectedWobaOnBip": 0.28289754427546154,
          "defenseSubsidy": 0.043265246422212876,
          "cookedPlus": 53.5
        }
      ]
    },
    {
      "team": "NYM",
      "leagueRank": 24,
      "staffBip": 3174,
      "actualWobaOnBip": 0.30469439193446757,
      "expectedWobaOnBip": 0.3027587925396598,
      "defenseSubsidy": 0.001935599394807736,
      "pitchers": [
        {
          "pitcher": "Clay Holmes",
          "mlbamId": 605280,
          "bip": 147,
          "actualWobaOnBip": 0.25170068027210885,
          "expectedWobaOnBip": 0.3164744789701526,
          "defenseSubsidy": -0.06477379869804374,
          "cookedPlus": null
        },
        {
          "pitcher": "Luke Weaver",
          "mlbamId": 596133,
          "bip": 108,
          "actualWobaOnBip": 0.22314814814814815,
          "expectedWobaOnBip": 0.25960996901286987,
          "defenseSubsidy": -0.036461820864721696,
          "cookedPlus": null
        },
        {
          "pitcher": "Huascar Brazobán",
          "mlbamId": 623211,
          "bip": 130,
          "actualWobaOnBip": 0.23346153846153847,
          "expectedWobaOnBip": 0.2566596451191733,
          "defenseSubsidy": -0.02319810665763482,
          "cookedPlus": 57.1
        },
        {
          "pitcher": "Zac Thornton",
          "mlbamId": 804267,
          "bip": 116,
          "actualWobaOnBip": 0.2853448275862069,
          "expectedWobaOnBip": 0.30204484811135285,
          "defenseSubsidy": -0.016700020525145975,
          "cookedPlus": 113.5
        },
        {
          "pitcher": "Nolan McLean",
          "mlbamId": 690997,
          "bip": 360,
          "actualWobaOnBip": 0.28305555555555556,
          "expectedWobaOnBip": 0.29965172596023754,
          "defenseSubsidy": -0.016596170404681962,
          "cookedPlus": 79.9
        },
        {
          "pitcher": "Tobias Myers",
          "mlbamId": 668964,
          "bip": 141,
          "actualWobaOnBip": 0.3117021276595745,
          "expectedWobaOnBip": 0.32715704437238724,
          "defenseSubsidy": -0.015454916712812752,
          "cookedPlus": 99.8
        },
        {
          "pitcher": "Brooks Raley",
          "mlbamId": 548384,
          "bip": 110,
          "actualWobaOnBip": 0.28090909090909094,
          "expectedWobaOnBip": 0.2916832767787026,
          "defenseSubsidy": -0.010774185869611663,
          "cookedPlus": null
        },
        {
          "pitcher": "Christian Scott",
          "mlbamId": 681035,
          "bip": 221,
          "actualWobaOnBip": 0.31199095022624435,
          "expectedWobaOnBip": 0.3131014110573889,
          "defenseSubsidy": -0.0011104608311445427,
          "cookedPlus": 88.4
        },
        {
          "pitcher": "Kodai Senga",
          "mlbamId": 673540,
          "bip": 127,
          "actualWobaOnBip": 0.3039370078740158,
          "expectedWobaOnBip": 0.3049708884817359,
          "defenseSubsidy": -0.001033880607720174,
          "cookedPlus": 165.3
        },
        {
          "pitcher": "Sean Manaea",
          "mlbamId": 640455,
          "bip": 317,
          "actualWobaOnBip": 0.32318611987381707,
          "expectedWobaOnBip": 0.3152551699684174,
          "defenseSubsidy": 0.007930949905399635,
          "cookedPlus": 141.8
        },
        {
          "pitcher": "Freddy Peralta",
          "mlbamId": 642547,
          "bip": 329,
          "actualWobaOnBip": 0.33176291793313073,
          "expectedWobaOnBip": 0.2989138903489326,
          "defenseSubsidy": 0.032849027584198054,
          "cookedPlus": 105.2
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 213,
          "actualWobaOnBip": 0.3809859154929578,
          "expectedWobaOnBip": 0.3403293430812419,
          "defenseSubsidy": 0.04065657241171585,
          "cookedPlus": 80.5
        },
        {
          "pitcher": "Devin Williams",
          "mlbamId": 642207,
          "bip": 103,
          "actualWobaOnBip": 0.41019417475728154,
          "expectedWobaOnBip": 0.31977452336798895,
          "defenseSubsidy": 0.09041965138929263,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "SF",
      "leagueRank": 25,
      "staffBip": 3330,
      "actualWobaOnBip": 0.29975975975975977,
      "expectedWobaOnBip": 0.29641004890478617,
      "defenseSubsidy": 0.003349710854973574,
      "pitchers": [
        {
          "pitcher": "JT Brubaker",
          "mlbamId": 664141,
          "bip": 174,
          "actualWobaOnBip": 0.2517241379310345,
          "expectedWobaOnBip": 0.30401263357006314,
          "defenseSubsidy": -0.052288495639028654,
          "cookedPlus": 68.5
        },
        {
          "pitcher": "Logan Webb",
          "mlbamId": 657277,
          "bip": 409,
          "actualWobaOnBip": 0.2749388753056235,
          "expectedWobaOnBip": 0.3054041613113887,
          "defenseSubsidy": -0.03046528600576525,
          "cookedPlus": 64.8
        },
        {
          "pitcher": "Keaton Winn",
          "mlbamId": 676775,
          "bip": 118,
          "actualWobaOnBip": 0.28008474576271186,
          "expectedWobaOnBip": 0.29243479056922494,
          "defenseSubsidy": -0.012350044806513059,
          "cookedPlus": null
        },
        {
          "pitcher": "Robbie Ray",
          "mlbamId": 592662,
          "bip": 330,
          "actualWobaOnBip": 0.26954545454545453,
          "expectedWobaOnBip": 0.28009123479284487,
          "defenseSubsidy": -0.010545780247390345,
          "cookedPlus": 90.8
        },
        {
          "pitcher": "Adrian Houser",
          "mlbamId": 605288,
          "bip": 341,
          "actualWobaOnBip": 0.2991202346041056,
          "expectedWobaOnBip": 0.30350792704822477,
          "defenseSubsidy": -0.004387692444119182,
          "cookedPlus": 118.6
        },
        {
          "pitcher": "Landen Roupp",
          "mlbamId": 694738,
          "bip": 364,
          "actualWobaOnBip": 0.30288461538461536,
          "expectedWobaOnBip": 0.2964550697808903,
          "defenseSubsidy": 0.00642954560372508,
          "cookedPlus": 61.9
        },
        {
          "pitcher": "Trevor McDonald",
          "mlbamId": 686790,
          "bip": 208,
          "actualWobaOnBip": 0.3057692307692308,
          "expectedWobaOnBip": 0.29878419278339113,
          "defenseSubsidy": 0.006985037985839618,
          "cookedPlus": 63.3
        },
        {
          "pitcher": "Tyler Mahle",
          "mlbamId": 641816,
          "bip": 260,
          "actualWobaOnBip": 0.3109615384615385,
          "expectedWobaOnBip": 0.3010794565332587,
          "defenseSubsidy": 0.009882081928279779,
          "cookedPlus": 96.7
        },
        {
          "pitcher": "Caleb Kilian",
          "mlbamId": 668873,
          "bip": 110,
          "actualWobaOnBip": 0.30454545454545456,
          "expectedWobaOnBip": 0.29191152752036664,
          "defenseSubsidy": 0.012633927025087923,
          "cookedPlus": 97.3
        },
        {
          "pitcher": "Carson Whisenhunt",
          "mlbamId": 687931,
          "bip": 111,
          "actualWobaOnBip": 0.32027027027027033,
          "expectedWobaOnBip": 0.29963174190815217,
          "defenseSubsidy": 0.02063852836211812,
          "cookedPlus": 117.4
        }
      ]
    },
    {
      "team": "BAL",
      "leagueRank": 26,
      "staffBip": 3374,
      "actualWobaOnBip": 0.310077059869591,
      "expectedWobaOnBip": 0.3023548901676398,
      "defenseSubsidy": 0.007722169701951189,
      "pitchers": [
        {
          "pitcher": "Rico Garcia",
          "mlbamId": 670329,
          "bip": 133,
          "actualWobaOnBip": 0.17969924812030078,
          "expectedWobaOnBip": 0.25988863142509017,
          "defenseSubsidy": -0.08018938330478943,
          "cookedPlus": 143.8
        },
        {
          "pitcher": "Albert Suárez",
          "mlbamId": 544150,
          "bip": 166,
          "actualWobaOnBip": 0.27981927710843374,
          "expectedWobaOnBip": 0.29739549783687225,
          "defenseSubsidy": -0.01757622072843853,
          "cookedPlus": 118.1
        },
        {
          "pitcher": "Tyler Wells",
          "mlbamId": 669330,
          "bip": 137,
          "actualWobaOnBip": 0.24635036496350365,
          "expectedWobaOnBip": 0.2597083530379727,
          "defenseSubsidy": -0.013357988074469028,
          "cookedPlus": 80.1
        },
        {
          "pitcher": "Brandon Young",
          "mlbamId": 687064,
          "bip": 362,
          "actualWobaOnBip": 0.2937845303867403,
          "expectedWobaOnBip": 0.30560879355627585,
          "defenseSubsidy": -0.01182426316953552,
          "cookedPlus": 75.6
        },
        {
          "pitcher": "Yennier Cano",
          "mlbamId": 666974,
          "bip": 119,
          "actualWobaOnBip": 0.29747899159663865,
          "expectedWobaOnBip": 0.29433528050694424,
          "defenseSubsidy": 0.003143711089694371,
          "cookedPlus": null
        },
        {
          "pitcher": "Anthony Nunez",
          "mlbamId": 689296,
          "bip": 127,
          "actualWobaOnBip": 0.3043307086614173,
          "expectedWobaOnBip": 0.29679730254982706,
          "defenseSubsidy": 0.007533406111590259,
          "cookedPlus": 92.8
        },
        {
          "pitcher": "Andrew Kittredge",
          "mlbamId": 552640,
          "bip": 130,
          "actualWobaOnBip": 0.33192307692307693,
          "expectedWobaOnBip": 0.32025367829725154,
          "defenseSubsidy": 0.011669398625825354,
          "cookedPlus": 80.7
        },
        {
          "pitcher": "Trevor Rogers",
          "mlbamId": 669432,
          "bip": 385,
          "actualWobaOnBip": 0.31467532467532466,
          "expectedWobaOnBip": 0.3018735688381295,
          "defenseSubsidy": 0.012801755837195164,
          "cookedPlus": 71.7
        },
        {
          "pitcher": "Shane Baz",
          "mlbamId": 669358,
          "bip": 442,
          "actualWobaOnBip": 0.33178733031674207,
          "expectedWobaOnBip": 0.317572590384475,
          "defenseSubsidy": 0.01421473993226711,
          "cookedPlus": 69.1
        },
        {
          "pitcher": "Chris Bassitt",
          "mlbamId": 605135,
          "bip": 241,
          "actualWobaOnBip": 0.33547717842323654,
          "expectedWobaOnBip": 0.31819322525538396,
          "defenseSubsidy": 0.01728395316785254,
          "cookedPlus": 71.1
        },
        {
          "pitcher": "Kyle Bradish",
          "mlbamId": 680694,
          "bip": 390,
          "actualWobaOnBip": 0.3258974358974359,
          "expectedWobaOnBip": 0.3038907250259556,
          "defenseSubsidy": 0.022006710871480286,
          "cookedPlus": 80.5
        },
        {
          "pitcher": "Grant Wolfram",
          "mlbamId": 664991,
          "bip": 115,
          "actualWobaOnBip": 0.3808695652173913,
          "expectedWobaOnBip": 0.2961643252809193,
          "defenseSubsidy": 0.08470523993647197,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "MIN",
      "leagueRank": 27,
      "staffBip": 3333,
      "actualWobaOnBip": 0.3098109810981098,
      "expectedWobaOnBip": 0.2982363367653584,
      "defenseSubsidy": 0.011574644332751457,
      "pitchers": [
        {
          "pitcher": "Kody Funderburk",
          "mlbamId": 681892,
          "bip": 117,
          "actualWobaOnBip": 0.24188034188034188,
          "expectedWobaOnBip": 0.2803292026651054,
          "defenseSubsidy": -0.03844886078476354,
          "cookedPlus": null
        },
        {
          "pitcher": "Mike Paredes",
          "mlbamId": 702474,
          "bip": 112,
          "actualWobaOnBip": 0.27901785714285715,
          "expectedWobaOnBip": 0.30780923710857483,
          "defenseSubsidy": -0.0287913799657177,
          "cookedPlus": 92.3
        },
        {
          "pitcher": "Zebby Matthews",
          "mlbamId": 805673,
          "bip": 293,
          "actualWobaOnBip": 0.292320819112628,
          "expectedWobaOnBip": 0.31222115256464017,
          "defenseSubsidy": -0.019900333452012166,
          "cookedPlus": 139.6
        },
        {
          "pitcher": "Taj Bradley",
          "mlbamId": 671737,
          "bip": 372,
          "actualWobaOnBip": 0.2881720430107527,
          "expectedWobaOnBip": 0.3008648694563304,
          "defenseSubsidy": -0.012692826445577733,
          "cookedPlus": 104.2
        },
        {
          "pitcher": "Yoendrys Gómez",
          "mlbamId": 672782,
          "bip": 105,
          "actualWobaOnBip": 0.2785714285714286,
          "expectedWobaOnBip": 0.28948742240821945,
          "defenseSubsidy": -0.010915993836790837,
          "cookedPlus": 112.0
        },
        {
          "pitcher": "Bailey Ober",
          "mlbamId": 641927,
          "bip": 333,
          "actualWobaOnBip": 0.27012012012012016,
          "expectedWobaOnBip": 0.2719023783152915,
          "defenseSubsidy": -0.001782258195171399,
          "cookedPlus": 100.9
        },
        {
          "pitcher": "Joe Ryan",
          "mlbamId": 657746,
          "bip": 336,
          "actualWobaOnBip": 0.3098214285714286,
          "expectedWobaOnBip": 0.2899673340852225,
          "defenseSubsidy": 0.019854094486206085,
          "cookedPlus": 104.1
        },
        {
          "pitcher": "Taylor Rogers",
          "mlbamId": 573124,
          "bip": 146,
          "actualWobaOnBip": 0.3287671232876712,
          "expectedWobaOnBip": 0.30633510449889373,
          "defenseSubsidy": 0.022432018788777507,
          "cookedPlus": null
        },
        {
          "pitcher": "Connor Prielipp",
          "mlbamId": 687570,
          "bip": 265,
          "actualWobaOnBip": 0.3369811320754717,
          "expectedWobaOnBip": 0.30921310552113807,
          "defenseSubsidy": 0.027768026554333657,
          "cookedPlus": 107.8
        },
        {
          "pitcher": "Eric Orze",
          "mlbamId": 679358,
          "bip": 128,
          "actualWobaOnBip": 0.353515625,
          "expectedWobaOnBip": 0.31752299536519524,
          "defenseSubsidy": 0.03599262963480478,
          "cookedPlus": null
        },
        {
          "pitcher": "Travis Adams",
          "mlbamId": 701519,
          "bip": 110,
          "actualWobaOnBip": 0.3377272727272727,
          "expectedWobaOnBip": 0.3001491232470876,
          "defenseSubsidy": 0.03757814948018512,
          "cookedPlus": 128.0
        },
        {
          "pitcher": "Andrew Morris",
          "mlbamId": 702193,
          "bip": 183,
          "actualWobaOnBip": 0.3377049180327869,
          "expectedWobaOnBip": 0.28836337661497713,
          "defenseSubsidy": 0.04934154141780978,
          "cookedPlus": null
        },
        {
          "pitcher": "Simeon Woods Richardson",
          "mlbamId": 680573,
          "bip": 165,
          "actualWobaOnBip": 0.3615151515151515,
          "expectedWobaOnBip": 0.3008674524538246,
          "defenseSubsidy": 0.060647699061326894,
          "cookedPlus": 75.3
        }
      ]
    },
    {
      "team": "PHI",
      "leagueRank": 28,
      "staffBip": 3117,
      "actualWobaOnBip": 0.3185274302213667,
      "expectedWobaOnBip": 0.3020264034907419,
      "defenseSubsidy": 0.01650102673062479,
      "pitchers": [
        {
          "pitcher": "Zack Wheeler",
          "mlbamId": 554430,
          "bip": 290,
          "actualWobaOnBip": 0.2767241379310345,
          "expectedWobaOnBip": 0.2886641110572188,
          "defenseSubsidy": -0.011939973126184264,
          "cookedPlus": 110.2
        },
        {
          "pitcher": "Tim Mayza",
          "mlbamId": 641835,
          "bip": 156,
          "actualWobaOnBip": 0.2971153846153846,
          "expectedWobaOnBip": 0.3044850465745896,
          "defenseSubsidy": -0.007369661959204971,
          "cookedPlus": 67.2
        },
        {
          "pitcher": "Jonathan Bowlan",
          "mlbamId": 680742,
          "bip": 112,
          "actualWobaOnBip": 0.296875,
          "expectedWobaOnBip": 0.29215009725961966,
          "defenseSubsidy": 0.004724902740380379,
          "cookedPlus": null
        },
        {
          "pitcher": "Chase Shugart",
          "mlbamId": 663767,
          "bip": 103,
          "actualWobaOnBip": 0.28398058252427183,
          "expectedWobaOnBip": 0.27817553631902286,
          "defenseSubsidy": 0.0058050462052489865,
          "cookedPlus": 144.6
        },
        {
          "pitcher": "Andrew Painter",
          "mlbamId": 691725,
          "bip": 275,
          "actualWobaOnBip": 0.3118181818181818,
          "expectedWobaOnBip": 0.3037169413860614,
          "defenseSubsidy": 0.00810124043212043,
          "cookedPlus": 111.9
        },
        {
          "pitcher": "Jhoan Duran",
          "mlbamId": 661395,
          "bip": 108,
          "actualWobaOnBip": 0.3263888888888889,
          "expectedWobaOnBip": 0.3159905979059352,
          "defenseSubsidy": 0.01039829098295373,
          "cookedPlus": null
        },
        {
          "pitcher": "Aaron Nola",
          "mlbamId": 605400,
          "bip": 381,
          "actualWobaOnBip": 0.31916010498687664,
          "expectedWobaOnBip": 0.3077545670244892,
          "defenseSubsidy": 0.011405537962387429,
          "cookedPlus": 138.5
        },
        {
          "pitcher": "Jesús Luzardo",
          "mlbamId": 666200,
          "bip": 392,
          "actualWobaOnBip": 0.3121173469387755,
          "expectedWobaOnBip": 0.297791933479276,
          "defenseSubsidy": 0.014325413459499475,
          "cookedPlus": 67.1
        },
        {
          "pitcher": "Cristopher Sánchez",
          "mlbamId": 650911,
          "bip": 448,
          "actualWobaOnBip": 0.34296875,
          "expectedWobaOnBip": 0.32703028010718543,
          "defenseSubsidy": 0.015938469892814607,
          "cookedPlus": 67.8
        },
        {
          "pitcher": "Orion Kerkering",
          "mlbamId": 689147,
          "bip": 137,
          "actualWobaOnBip": 0.28941605839416057,
          "expectedWobaOnBip": 0.25617284159423853,
          "defenseSubsidy": 0.03324321679992204,
          "cookedPlus": null
        },
        {
          "pitcher": "José Alvarado",
          "mlbamId": 621237,
          "bip": 123,
          "actualWobaOnBip": 0.37073170731707317,
          "expectedWobaOnBip": 0.2877400721618538,
          "defenseSubsidy": 0.0829916351552194,
          "cookedPlus": 63.8
        }
      ]
    },
    {
      "team": "ATH",
      "leagueRank": 29,
      "staffBip": 3358,
      "actualWobaOnBip": 0.3212179868969625,
      "expectedWobaOnBip": 0.30236879090015084,
      "defenseSubsidy": 0.01884919599681165,
      "pitchers": [
        {
          "pitcher": "J.T. Ginn",
          "mlbamId": 669372,
          "bip": 374,
          "actualWobaOnBip": 0.26377005347593585,
          "expectedWobaOnBip": 0.2953724511693573,
          "defenseSubsidy": -0.03160239769342145,
          "cookedPlus": 73.1
        },
        {
          "pitcher": "José Suarez",
          "mlbamId": 660761,
          "bip": 112,
          "actualWobaOnBip": 0.30446428571428574,
          "expectedWobaOnBip": 0.3189635910818084,
          "defenseSubsidy": -0.014499305367522653,
          "cookedPlus": 56.4
        },
        {
          "pitcher": "Mason Barnett",
          "mlbamId": 686930,
          "bip": 109,
          "actualWobaOnBip": 0.2784403669724771,
          "expectedWobaOnBip": 0.2773819229372406,
          "defenseSubsidy": 0.001058444035236408,
          "cookedPlus": 146.3
        },
        {
          "pitcher": "Jeffrey Springs",
          "mlbamId": 605488,
          "bip": 352,
          "actualWobaOnBip": 0.2931818181818182,
          "expectedWobaOnBip": 0.28256381038145834,
          "defenseSubsidy": 0.010618007800359834,
          "cookedPlus": 121.8
        },
        {
          "pitcher": "Gage Jump",
          "mlbamId": 695611,
          "bip": 234,
          "actualWobaOnBip": 0.3497863247863248,
          "expectedWobaOnBip": 0.33144320147845635,
          "defenseSubsidy": 0.018343123307868428,
          "cookedPlus": 56.0
        },
        {
          "pitcher": "Hogan Harris",
          "mlbamId": 663687,
          "bip": 139,
          "actualWobaOnBip": 0.32194244604316546,
          "expectedWobaOnBip": 0.2974137377175784,
          "defenseSubsidy": 0.02452870832558705,
          "cookedPlus": 75.1
        },
        {
          "pitcher": "Luis Medina",
          "mlbamId": 665622,
          "bip": 147,
          "actualWobaOnBip": 0.34591836734693876,
          "expectedWobaOnBip": 0.31917858958367706,
          "defenseSubsidy": 0.02673977776326169,
          "cookedPlus": 80.1
        },
        {
          "pitcher": "Justin Sterner",
          "mlbamId": 686993,
          "bip": 119,
          "actualWobaOnBip": 0.3004201680672269,
          "expectedWobaOnBip": 0.2682669340703191,
          "defenseSubsidy": 0.03215323399690783,
          "cookedPlus": 125.7
        },
        {
          "pitcher": "Aaron Civale",
          "mlbamId": 650644,
          "bip": 241,
          "actualWobaOnBip": 0.34709543568464735,
          "expectedWobaOnBip": 0.3129517535203985,
          "defenseSubsidy": 0.0341436821642488,
          "cookedPlus": 108.1
        },
        {
          "pitcher": "Luis Severino",
          "mlbamId": 622663,
          "bip": 164,
          "actualWobaOnBip": 0.33414634146341465,
          "expectedWobaOnBip": 0.2930110505764631,
          "defenseSubsidy": 0.04113529088695157,
          "cookedPlus": 102.3
        },
        {
          "pitcher": "Jacob Lopez",
          "mlbamId": 682052,
          "bip": 264,
          "actualWobaOnBip": 0.2928030303030303,
          "expectedWobaOnBip": 0.25118205210891664,
          "defenseSubsidy": 0.041620978194113666,
          "cookedPlus": 83.0
        },
        {
          "pitcher": "Jack Perkins",
          "mlbamId": 678022,
          "bip": 241,
          "actualWobaOnBip": 0.34647302904564314,
          "expectedWobaOnBip": 0.30024720185547255,
          "defenseSubsidy": 0.04622582719017064,
          "cookedPlus": 143.0
        }
      ]
    },
    {
      "team": "COL",
      "leagueRank": 30,
      "staffBip": 3649,
      "actualWobaOnBip": 0.3346944368320088,
      "expectedWobaOnBip": 0.3133453545260053,
      "defenseSubsidy": 0.021349082306003433,
      "pitchers": [
        {
          "pitcher": "Tomoyuki Sugano",
          "mlbamId": 608372,
          "bip": 389,
          "actualWobaOnBip": 0.2931876606683805,
          "expectedWobaOnBip": 0.3378358442887191,
          "defenseSubsidy": -0.044648183620338615,
          "cookedPlus": 118.1
        },
        {
          "pitcher": "Zach Agnos",
          "mlbamId": 688642,
          "bip": 243,
          "actualWobaOnBip": 0.3271604938271605,
          "expectedWobaOnBip": 0.3287402164605178,
          "defenseSubsidy": -0.0015797226333572867,
          "cookedPlus": 102.7
        },
        {
          "pitcher": "Juan Mejia",
          "mlbamId": 675848,
          "bip": 159,
          "actualWobaOnBip": 0.32484276729559747,
          "expectedWobaOnBip": 0.32514039267537354,
          "defenseSubsidy": -0.0002976253797760375,
          "cookedPlus": 66.4
        },
        {
          "pitcher": "Antonio Senzatela",
          "mlbamId": 622608,
          "bip": 151,
          "actualWobaOnBip": 0.3165562913907285,
          "expectedWobaOnBip": 0.3108097151517977,
          "defenseSubsidy": 0.0057465762389307656,
          "cookedPlus": 52.1
        },
        {
          "pitcher": "Brennan Bernardino",
          "mlbamId": 657514,
          "bip": 159,
          "actualWobaOnBip": 0.3119496855345912,
          "expectedWobaOnBip": 0.30131251112680224,
          "defenseSubsidy": 0.010637174407788963,
          "cookedPlus": null
        },
        {
          "pitcher": "Jose Quintana",
          "mlbamId": 500779,
          "bip": 137,
          "actualWobaOnBip": 0.31715328467153286,
          "expectedWobaOnBip": 0.29692354366252804,
          "defenseSubsidy": 0.020229741009004792,
          "cookedPlus": 95.2
        },
        {
          "pitcher": "Ryan Feltner",
          "mlbamId": 663372,
          "bip": 303,
          "actualWobaOnBip": 0.31072607260726076,
          "expectedWobaOnBip": 0.28655834861880775,
          "defenseSubsidy": 0.024167723988452967,
          "cookedPlus": 126.9
        },
        {
          "pitcher": "Kyle Freeland",
          "mlbamId": 607536,
          "bip": 392,
          "actualWobaOnBip": 0.35280612244897963,
          "expectedWobaOnBip": 0.3209504894670315,
          "defenseSubsidy": 0.031855632981948115,
          "cookedPlus": 108.0
        },
        {
          "pitcher": "Jimmy Herget",
          "mlbamId": 623474,
          "bip": 112,
          "actualWobaOnBip": 0.3223214285714286,
          "expectedWobaOnBip": 0.2890194213731743,
          "defenseSubsidy": 0.03330200719825425,
          "cookedPlus": 126.9
        },
        {
          "pitcher": "Chase Dollander",
          "mlbamId": 801403,
          "bip": 115,
          "actualWobaOnBip": 0.3060869565217392,
          "expectedWobaOnBip": 0.270648340650022,
          "defenseSubsidy": 0.03543861587171714,
          "cookedPlus": 112.5
        },
        {
          "pitcher": "Tanner Gordon",
          "mlbamId": 685299,
          "bip": 261,
          "actualWobaOnBip": 0.34942528735632183,
          "expectedWobaOnBip": 0.3008167942576683,
          "defenseSubsidy": 0.04860849309865357,
          "cookedPlus": 122.4
        },
        {
          "pitcher": "Michael Lorenzen",
          "mlbamId": 547179,
          "bip": 405,
          "actualWobaOnBip": 0.3803703703703704,
          "expectedWobaOnBip": 0.33128882067089643,
          "defenseSubsidy": 0.04908154969947396,
          "cookedPlus": 102.8
        },
        {
          "pitcher": "Victor Vodnik",
          "mlbamId": 680767,
          "bip": 113,
          "actualWobaOnBip": 0.3526548672566372,
          "expectedWobaOnBip": 0.3002696804299276,
          "defenseSubsidy": 0.05238518682670963,
          "cookedPlus": null
        },
        {
          "pitcher": "Gabriel Hughes",
          "mlbamId": 687312,
          "bip": 128,
          "actualWobaOnBip": 0.332421875,
          "expectedWobaOnBip": 0.27365472985150807,
          "defenseSubsidy": 0.058767145148491955,
          "cookedPlus": null
        }
      ]
    }
  ],
  "identityChecks": {
    "passed": true,
    "teamCount": 30,
    "leagueBip": 97709,
    "leagueBipWeightedMeanDefenseSubsidy": -0.0032864794718150594,
    "leagueMeanTolerance": 0.005,
    "maximumTeamWeightedIdentityDelta": 3.469446951953614e-18,
    "teamIdentityTolerance": 1e-12,
    "errors": []
  },
  "source": {
    "pitchCache": "data/raw/statcast-pitches.csv.gz",
    "pitchCacheMaxDate": "2026-08-26",
    "model": "data/models/defense-subsidy-v1.0-2021-2025.joblib",
    "modelVersion": "1.0",
    "modelTrainingSeasons": [
      2021,
      2022,
      2023,
      2024,
      2025
    ],
    "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": "2026-08-27T20:38:12.035039+00:00",
      "season": 2026,
      "methodologyVersion": "Hot Dog Stand v1.3"
    }
  }
}
