{
  "generatedAt": "2026-09-17T15:08:56.362201+00:00",
  "site": {
    "name": "The Long Ball",
    "url": "https://thelongball.app",
    "tagline": "Digging the data behind the distance."
  },
  "dataset": "Defense Subsidy",
  "displayName": "Defense Subsidy",
  "version": "1.0",
  "methodologyVersion": "Defense Subsidy v1.0",
  "internalIdentifier": "defenseSubsidy",
  "season": 2026,
  "asOfDate": "2026-09-16",
  "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": 111518,
    "bipWeightedMeanDefenseSubsidy": -0.002806591322292123
  },
  "teams": [
    {
      "team": "CHC",
      "leagueRank": 1,
      "staffBip": 3778,
      "actualWobaOnBip": 0.2724722075172049,
      "expectedWobaOnBip": 0.3041119840123729,
      "defenseSubsidy": -0.031639776495168026,
      "pitchers": [
        {
          "pitcher": "Javier Assad",
          "mlbamId": 665871,
          "bip": 255,
          "actualWobaOnBip": 0.22784313725490196,
          "expectedWobaOnBip": 0.2943881640125015,
          "defenseSubsidy": -0.0665450267575995,
          "cookedPlus": 111.0
        },
        {
          "pitcher": "Clay Holmes",
          "mlbamId": 605280,
          "bip": 114,
          "actualWobaOnBip": 0.2399122807017544,
          "expectedWobaOnBip": 0.3044873042392743,
          "defenseSubsidy": -0.06457502353751987,
          "cookedPlus": 61.5
        },
        {
          "pitcher": "Hoby Milner",
          "mlbamId": 571948,
          "bip": 114,
          "actualWobaOnBip": 0.26184210526315793,
          "expectedWobaOnBip": 0.3214939966122857,
          "defenseSubsidy": -0.05965189134912781,
          "cookedPlus": 73.6
        },
        {
          "pitcher": "Ben Brown",
          "mlbamId": 676962,
          "bip": 175,
          "actualWobaOnBip": 0.25457142857142856,
          "expectedWobaOnBip": 0.2991228226143418,
          "defenseSubsidy": -0.0445513940429132,
          "cookedPlus": null
        },
        {
          "pitcher": "Trent Thornton",
          "mlbamId": 663423,
          "bip": 137,
          "actualWobaOnBip": 0.23868613138686134,
          "expectedWobaOnBip": 0.2809328140325083,
          "defenseSubsidy": -0.042246682645646974,
          "cookedPlus": 141.5
        },
        {
          "pitcher": "Jacob Webb",
          "mlbamId": 657097,
          "bip": 165,
          "actualWobaOnBip": 0.28878787878787876,
          "expectedWobaOnBip": 0.3302165303510522,
          "defenseSubsidy": -0.041428651563173394,
          "cookedPlus": 93.8
        },
        {
          "pitcher": "David Peterson",
          "mlbamId": 656849,
          "bip": 201,
          "actualWobaOnBip": 0.3004975124378109,
          "expectedWobaOnBip": 0.33831221826950153,
          "defenseSubsidy": -0.03781470583169055,
          "cookedPlus": 76.7
        },
        {
          "pitcher": "Edward Cabrera",
          "mlbamId": 665795,
          "bip": 216,
          "actualWobaOnBip": 0.2912037037037037,
          "expectedWobaOnBip": 0.3244132788292445,
          "defenseSubsidy": -0.03320957512554081,
          "cookedPlus": 129.7
        },
        {
          "pitcher": "Matthew Boyd",
          "mlbamId": 571510,
          "bip": 328,
          "actualWobaOnBip": 0.275609756097561,
          "expectedWobaOnBip": 0.3072536987395938,
          "defenseSubsidy": -0.031643942642032775,
          "cookedPlus": 103.7
        },
        {
          "pitcher": "Jameson Taillon",
          "mlbamId": 592791,
          "bip": 204,
          "actualWobaOnBip": 0.2465686274509804,
          "expectedWobaOnBip": 0.2748785075163643,
          "defenseSubsidy": -0.028309880065383868,
          "cookedPlus": 178.9
        },
        {
          "pitcher": "Shota Imanaga",
          "mlbamId": 684007,
          "bip": 442,
          "actualWobaOnBip": 0.2584841628959276,
          "expectedWobaOnBip": 0.2834321161475689,
          "defenseSubsidy": -0.024947953251641328,
          "cookedPlus": 120.7
        },
        {
          "pitcher": "Colin Rea",
          "mlbamId": 607067,
          "bip": 400,
          "actualWobaOnBip": 0.28350000000000003,
          "expectedWobaOnBip": 0.30753729333747903,
          "defenseSubsidy": -0.024037293337479056,
          "cookedPlus": 113.7
        },
        {
          "pitcher": "Ryan Rolison",
          "mlbamId": 669020,
          "bip": 158,
          "actualWobaOnBip": 0.27405063291139237,
          "expectedWobaOnBip": 0.296849180802277,
          "defenseSubsidy": -0.022798547890884573,
          "cookedPlus": 83.4
        },
        {
          "pitcher": "Kevin Gausman",
          "mlbamId": 592332,
          "bip": 118,
          "actualWobaOnBip": 0.2894067796610169,
          "expectedWobaOnBip": 0.3118727710256907,
          "defenseSubsidy": -0.022465991364673813,
          "cookedPlus": 106.0
        },
        {
          "pitcher": "Caleb Thielbar",
          "mlbamId": 573204,
          "bip": 110,
          "actualWobaOnBip": 0.2990909090909091,
          "expectedWobaOnBip": 0.31565730332054465,
          "defenseSubsidy": -0.016566394229635552,
          "cookedPlus": 180.9
        }
      ]
    },
    {
      "team": "TB",
      "leagueRank": 2,
      "staffBip": 3682,
      "actualWobaOnBip": 0.2728951656708311,
      "expectedWobaOnBip": 0.3019871313473304,
      "defenseSubsidy": -0.029091965676499305,
      "pitchers": [
        {
          "pitcher": "Bryan Baker",
          "mlbamId": 641329,
          "bip": 143,
          "actualWobaOnBip": 0.2097902097902098,
          "expectedWobaOnBip": 0.28475994212724054,
          "defenseSubsidy": -0.07496973233703076,
          "cookedPlus": null
        },
        {
          "pitcher": "Freddy Peralta",
          "mlbamId": 642547,
          "bip": 121,
          "actualWobaOnBip": 0.21239669421487603,
          "expectedWobaOnBip": 0.27315549842743,
          "defenseSubsidy": -0.06075880421255392,
          "cookedPlus": 98.3
        },
        {
          "pitcher": "Steven Matz",
          "mlbamId": 571927,
          "bip": 226,
          "actualWobaOnBip": 0.2676991150442478,
          "expectedWobaOnBip": 0.31882866576588326,
          "defenseSubsidy": -0.0511295507216355,
          "cookedPlus": 125.4
        },
        {
          "pitcher": "Kevin Kelly",
          "mlbamId": 687330,
          "bip": 186,
          "actualWobaOnBip": 0.2685483870967742,
          "expectedWobaOnBip": 0.3182141951655854,
          "defenseSubsidy": -0.04966580806881122,
          "cookedPlus": 49.9
        },
        {
          "pitcher": "Drew Rasmussen",
          "mlbamId": 656876,
          "bip": 417,
          "actualWobaOnBip": 0.257673860911271,
          "expectedWobaOnBip": 0.30103629313314295,
          "defenseSubsidy": -0.04336243222187196,
          "cookedPlus": 57.1
        },
        {
          "pitcher": "Shane McClanahan",
          "mlbamId": 663556,
          "bip": 326,
          "actualWobaOnBip": 0.26564417177914107,
          "expectedWobaOnBip": 0.30705581673748555,
          "defenseSubsidy": -0.04141164495834443,
          "cookedPlus": 93.6
        },
        {
          "pitcher": "Nick Martinez",
          "mlbamId": 607259,
          "bip": 533,
          "actualWobaOnBip": 0.25881801125703563,
          "expectedWobaOnBip": 0.29355513656049653,
          "defenseSubsidy": -0.034737125303460854,
          "cookedPlus": 93.8
        },
        {
          "pitcher": "Griffin Jax",
          "mlbamId": 643377,
          "bip": 269,
          "actualWobaOnBip": 0.30018587360594795,
          "expectedWobaOnBip": 0.3267477444893301,
          "defenseSubsidy": -0.026561870883382126,
          "cookedPlus": 130.0
        },
        {
          "pitcher": "Jesse Scholtens",
          "mlbamId": 669947,
          "bip": 135,
          "actualWobaOnBip": 0.2951851851851852,
          "expectedWobaOnBip": 0.3123727180462096,
          "defenseSubsidy": -0.01718753286102437,
          "cookedPlus": 132.1
        },
        {
          "pitcher": "Casey Legumina",
          "mlbamId": 668984,
          "bip": 159,
          "actualWobaOnBip": 0.29150943396226414,
          "expectedWobaOnBip": 0.30321587262994126,
          "defenseSubsidy": -0.011706438667677106,
          "cookedPlus": 60.6
        },
        {
          "pitcher": "Cole Sulser",
          "mlbamId": 642121,
          "bip": 142,
          "actualWobaOnBip": 0.3084507042253521,
          "expectedWobaOnBip": 0.3090854978971416,
          "defenseSubsidy": -0.000634793671789511,
          "cookedPlus": 110.2
        },
        {
          "pitcher": "Ian Seymour",
          "mlbamId": 693855,
          "bip": 298,
          "actualWobaOnBip": 0.30654362416107384,
          "expectedWobaOnBip": 0.28755536264933074,
          "defenseSubsidy": 0.01898826151174309,
          "cookedPlus": 123.6
        },
        {
          "pitcher": "Mason Englert",
          "mlbamId": 669438,
          "bip": 104,
          "actualWobaOnBip": 0.3298076923076923,
          "expectedWobaOnBip": 0.308867989862018,
          "defenseSubsidy": 0.020939702445674273,
          "cookedPlus": 169.5
        }
      ]
    },
    {
      "team": "ATL",
      "leagueRank": 3,
      "staffBip": 3691,
      "actualWobaOnBip": 0.2817800054185857,
      "expectedWobaOnBip": 0.29912990441540427,
      "defenseSubsidy": -0.01734989899681848,
      "pitchers": [
        {
          "pitcher": "Tyler Mahle",
          "mlbamId": 641816,
          "bip": 117,
          "actualWobaOnBip": 0.2611111111111111,
          "expectedWobaOnBip": 0.3215558423429394,
          "defenseSubsidy": -0.06044473123182826,
          "cookedPlus": 90.0
        },
        {
          "pitcher": "Martín Pérez",
          "mlbamId": 527048,
          "bip": 398,
          "actualWobaOnBip": 0.26444723618090454,
          "expectedWobaOnBip": 0.3135913857725207,
          "defenseSubsidy": -0.04914414959161618,
          "cookedPlus": 69.9
        },
        {
          "pitcher": "Dylan Dodd",
          "mlbamId": 689266,
          "bip": 109,
          "actualWobaOnBip": 0.20917431192660552,
          "expectedWobaOnBip": 0.255437818010118,
          "defenseSubsidy": -0.04626350608351251,
          "cookedPlus": 118.9
        },
        {
          "pitcher": "Grant Holmes",
          "mlbamId": 656550,
          "bip": 408,
          "actualWobaOnBip": 0.2584558823529412,
          "expectedWobaOnBip": 0.29606295044977377,
          "defenseSubsidy": -0.037607068096832556,
          "cookedPlus": 118.2
        },
        {
          "pitcher": "Bryce Elder",
          "mlbamId": 693821,
          "bip": 435,
          "actualWobaOnBip": 0.2711494252873563,
          "expectedWobaOnBip": 0.3014793963394544,
          "defenseSubsidy": -0.03032997105209811,
          "cookedPlus": 98.3
        },
        {
          "pitcher": "JR Ritchie",
          "mlbamId": 702275,
          "bip": 164,
          "actualWobaOnBip": 0.26158536585365855,
          "expectedWobaOnBip": 0.29152736746148616,
          "defenseSubsidy": -0.029942001607827628,
          "cookedPlus": 117.2
        },
        {
          "pitcher": "Chris Sale",
          "mlbamId": 519242,
          "bip": 383,
          "actualWobaOnBip": 0.3035248041775457,
          "expectedWobaOnBip": 0.31437012412399784,
          "defenseSubsidy": -0.010845319946452143,
          "cookedPlus": 69.8
        },
        {
          "pitcher": "Raisel Iglesias",
          "mlbamId": 628452,
          "bip": 144,
          "actualWobaOnBip": 0.29305555555555557,
          "expectedWobaOnBip": 0.30115266386914047,
          "defenseSubsidy": -0.00809710831358493,
          "cookedPlus": 82.1
        },
        {
          "pitcher": "Didier Fuentes",
          "mlbamId": 800311,
          "bip": 163,
          "actualWobaOnBip": 0.30122699386503066,
          "expectedWobaOnBip": 0.30291823705533927,
          "defenseSubsidy": -0.0016912431903085897,
          "cookedPlus": 48.8
        },
        {
          "pitcher": "Reynaldo López",
          "mlbamId": 625643,
          "bip": 225,
          "actualWobaOnBip": 0.3104444444444444,
          "expectedWobaOnBip": 0.31082159513626917,
          "defenseSubsidy": -0.0003771506918247374,
          "cookedPlus": 92.7
        },
        {
          "pitcher": "Tyler Kinley",
          "mlbamId": 641755,
          "bip": 105,
          "actualWobaOnBip": 0.24476190476190476,
          "expectedWobaOnBip": 0.24189167808439577,
          "defenseSubsidy": 0.0028702266775089977,
          "cookedPlus": 115.6
        },
        {
          "pitcher": "Dylan Lee",
          "mlbamId": 669276,
          "bip": 156,
          "actualWobaOnBip": 0.291025641025641,
          "expectedWobaOnBip": 0.27402934093007364,
          "defenseSubsidy": 0.01699630009556738,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "NYY",
      "leagueRank": 4,
      "staffBip": 3551,
      "actualWobaOnBip": 0.2840889890171783,
      "expectedWobaOnBip": 0.2991960682252948,
      "defenseSubsidy": -0.015107079208116563,
      "pitchers": [
        {
          "pitcher": "Paul Blackburn",
          "mlbamId": 621112,
          "bip": 214,
          "actualWobaOnBip": 0.22336448598130842,
          "expectedWobaOnBip": 0.29241842566909015,
          "defenseSubsidy": -0.06905393968778172,
          "cookedPlus": 86.6
        },
        {
          "pitcher": "Carlos Rodón",
          "mlbamId": 607074,
          "bip": 183,
          "actualWobaOnBip": 0.246448087431694,
          "expectedWobaOnBip": 0.29744135433666796,
          "defenseSubsidy": -0.05099326690497396,
          "cookedPlus": 86.4
        },
        {
          "pitcher": "Gerrit Cole",
          "mlbamId": 543037,
          "bip": 306,
          "actualWobaOnBip": 0.2874183006535948,
          "expectedWobaOnBip": 0.3295735657053484,
          "defenseSubsidy": -0.04215526505175363,
          "cookedPlus": 122.0
        },
        {
          "pitcher": "Tim Hill",
          "mlbamId": 657612,
          "bip": 175,
          "actualWobaOnBip": 0.23028571428571432,
          "expectedWobaOnBip": 0.2652541820770219,
          "defenseSubsidy": -0.034968467791307585,
          "cookedPlus": 102.4
        },
        {
          "pitcher": "Cam Schlittler",
          "mlbamId": 693645,
          "bip": 425,
          "actualWobaOnBip": 0.26705882352941174,
          "expectedWobaOnBip": 0.2916708009734028,
          "defenseSubsidy": -0.024611977443991025,
          "cookedPlus": 108.5
        },
        {
          "pitcher": "Ryan Weathers",
          "mlbamId": 677960,
          "bip": 364,
          "actualWobaOnBip": 0.310989010989011,
          "expectedWobaOnBip": 0.328249661936861,
          "defenseSubsidy": -0.017260650947850023,
          "cookedPlus": 93.1
        },
        {
          "pitcher": "Will Warren",
          "mlbamId": 701542,
          "bip": 415,
          "actualWobaOnBip": 0.32999999999999996,
          "expectedWobaOnBip": 0.32763958299309487,
          "defenseSubsidy": 0.0023604170069051744,
          "cookedPlus": 100.4
        },
        {
          "pitcher": "David Bednar",
          "mlbamId": 670280,
          "bip": 170,
          "actualWobaOnBip": 0.2926470588235294,
          "expectedWobaOnBip": 0.2851156812205074,
          "defenseSubsidy": 0.0075313776030220365,
          "cookedPlus": null
        },
        {
          "pitcher": "Ryan Yarbrough",
          "mlbamId": 642232,
          "bip": 175,
          "actualWobaOnBip": 0.274,
          "expectedWobaOnBip": 0.26357822394325153,
          "defenseSubsidy": 0.010421776056748464,
          "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": 133.7
        },
        {
          "pitcher": "Max Fried",
          "mlbamId": 608331,
          "bip": 252,
          "actualWobaOnBip": 0.273015873015873,
          "expectedWobaOnBip": 0.257922633957054,
          "defenseSubsidy": 0.015093239058819048,
          "cookedPlus": null
        },
        {
          "pitcher": "Brent Headrick",
          "mlbamId": 687396,
          "bip": 185,
          "actualWobaOnBip": 0.34162162162162163,
          "expectedWobaOnBip": 0.3223627702936989,
          "defenseSubsidy": 0.01925885132792268,
          "cookedPlus": null
        }
      ]
    },
    {
      "team": "LAD",
      "leagueRank": 5,
      "staffBip": 3464,
      "actualWobaOnBip": 0.2788539260969977,
      "expectedWobaOnBip": 0.29286407568271755,
      "defenseSubsidy": -0.014010149585719842,
      "pitchers": [
        {
          "pitcher": "Yoshinobu Yamamoto",
          "mlbamId": 808967,
          "bip": 436,
          "actualWobaOnBip": 0.2228211009174312,
          "expectedWobaOnBip": 0.27668971430477174,
          "defenseSubsidy": -0.05386861338734056,
          "cookedPlus": 90.2
        },
        {
          "pitcher": "Justin Wrobleski",
          "mlbamId": 680736,
          "bip": 384,
          "actualWobaOnBip": 0.27421875,
          "expectedWobaOnBip": 0.31495316907898235,
          "defenseSubsidy": -0.04073441907898237,
          "cookedPlus": 97.9
        },
        {
          "pitcher": "Tyler Glasnow",
          "mlbamId": 607192,
          "bip": 136,
          "actualWobaOnBip": 0.2533088235294118,
          "expectedWobaOnBip": 0.2853322402093779,
          "defenseSubsidy": -0.03202341667996616,
          "cookedPlus": 106.0
        },
        {
          "pitcher": "Shohei Ohtani",
          "mlbamId": 660271,
          "bip": 209,
          "actualWobaOnBip": 0.24665071770334931,
          "expectedWobaOnBip": 0.2786163759365694,
          "defenseSubsidy": -0.0319656582332201,
          "cookedPlus": null
        },
        {
          "pitcher": "Tanner Scott",
          "mlbamId": 656945,
          "bip": 142,
          "actualWobaOnBip": 0.3161971830985915,
          "expectedWobaOnBip": 0.3369224672159112,
          "defenseSubsidy": -0.020725284117319658,
          "cookedPlus": null
        },
        {
          "pitcher": "Tarik Skubal",
          "mlbamId": 669373,
          "bip": 126,
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          "defenseSubsidy": 0.05238518682670963,
          "cookedPlus": null
        },
        {
          "pitcher": "Tanner Gordon",
          "mlbamId": 685299,
          "bip": 308,
          "actualWobaOnBip": 0.36250000000000004,
          "expectedWobaOnBip": 0.30859749443042983,
          "defenseSubsidy": 0.05390250556957021,
          "cookedPlus": 117.5
        },
        {
          "pitcher": "Gabriel Hughes",
          "mlbamId": 687312,
          "bip": 180,
          "actualWobaOnBip": 0.3422222222222222,
          "expectedWobaOnBip": 0.2873639222930893,
          "defenseSubsidy": 0.05485829992913291,
          "cookedPlus": 102.9
        }
      ]
    }
  ],
  "identityChecks": {
    "passed": true,
    "teamCount": 30,
    "leagueBip": 111518,
    "leagueBipWeightedMeanDefenseSubsidy": -0.002806591322292123,
    "leagueMeanTolerance": 0.005,
    "maximumTeamWeightedIdentityDelta": 1.734723475976807e-18,
    "teamIdentityTolerance": 1e-12,
    "errors": []
  },
  "source": {
    "pitchCache": "data/raw/statcast-pitches.csv.gz",
    "pitchCacheMaxDate": "2026-09-16",
    "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": "2026-09-17T15:08:48.594823+00:00",
      "season": 2026,
      "methodologyVersion": "Hot Dog Stand v1.3"
    }
  }
}
