{ "generatedAt": "2026-06-08T14:34:07.129692+00:00", "site": { "name": "The Long Ball", "url": "https://thelongball.app", "tagline": "Digging the data behind the distance." }, "dataset": "Longball Index", "season": 2026, "description": "Stadium-neutral home-run quality leaderboard for qualified MLB hitters.", "methodologyVersion": "LBI v1.3", "sourceNotes": "Uses public Statcast pitch data from pybaseball, Baseball Savant Home Run Tracker Adjusted mode, and Baseball Savant batted-ball leaderboard fields. The frontend reads this precomputed static JSON and never queries Statcast directly.", "fields": { "player": "Hitter display name.", "team": "Most recent batting team inferred from Statcast context.", "bbe": "Batted-ball events in the cached Statcast sample.", "pa": "Plate appearances inferred from unique game and at-bat identifiers in the cached Statcast sample.", "hr": "Actual home runs in the cached Statcast sample.", "longballIndex": "LBI v1.3 plus-style score for stadium-neutral home-run contact quality. 100 is league average among qualified hitters.", "xhr": "Adjusted expected home runs from Baseball Savant Home Run Tracker.", "xhrPerBbe": "Adjusted expected home runs per batted-ball event.", "barrelRate": "Share of batted balls classified as barrels.", "hrWindowThunderBbe": "Count of batted balls hit 105 mph or harder with launch angle between 25 and 40 degrees.", "hrWindowThunderRate": "Share of batted balls hit 105 mph or harder with launch angle between 25 and 40 degrees. LBI v1.3 component.", "hardHitRate": "Share of batted balls hit 95 mph or harder.", "avgDistanceOnBarrels": "Average projected distance on barreled batted balls. Reference stat only, not part of LBI v1.3.", "pullAirRate": "Pull Air percentage from Baseball Savant's batted-ball leaderboard. Reference stat only.", "pullAirJuice": "Weighted pulled-air contact per plate appearance. Context stat only, not part of LBI.", "pullAirJuicePer100Pa": "Weighted pulled-air contact per 100 plate appearances. Context stat only, not part of LBI.", "pullPop": "Plus-scaled Pull Pop, with 100 equal to league average among qualified hitters.", "contactPct": "Contact percentage from full pitch-level Statcast: contacts divided by swings. Context stat only, not part of LBI.", "pesky": "Plus-scaled contact percentage, with 100 equal to average contact% among LBI-qualified hitters.", "contactSwings": "Swing count used for public contact% / Pesky context.", "contactPa": "True terminal plate appearances from the full pitch-level cache. Audit field for contact context.", "pulledAirBbe": "Pulled batted balls with launch angle between 15 and 45 degrees.", "crushedPulledAirBbe": "Pulled-air batted balls hit 105 mph or harder.", "sweetSpotRate": "Share of batted balls launched between 8 and 32 degrees. Reference stat only.", "actualDoubterHr": "Actual home runs classified as Doubters by Home Run Tracker detail data.", "cheapieRate": "Actual Doubter HR divided by actual HR total.", "dailyFeatures": "Latest-date Daily Dong, Hot Dog Robbery, and Cheapest Dong event objects." }, "source": { "rawCache": "data/raw/statcast-pitches.csv", "fetcher": "canonical pitch cache + Baseball Savant Home Run Tracker", "homeRunTrackerMode": "adj_xhr", "longballIndexVersion": "1.3", "methodology": "Adjusted xHR/BBE anchored formula: 50%, Barrel% 20%, HR-Window Thunder Rate 25%, Hard Hit% 5%", "homeRunTrackerMatchedPlayers": 235, "homeRunTrackerMissingPlayers": 3, "battedBallLeaderboardMatchedPlayers": 235, "battedBallLeaderboardMissingPlayers": 3, "pullAirSource": "Baseball Savant batted-ball leaderboard pull_air_rate", "peskySource": "Full pitch-level Statcast contact% plus-scaled among LBI-qualified hitters.", "peskyLeagueContactPct": 0.7812789915966386, "contactMetricMatchedPlayers": 238, "contactMetricMissingPlayers": 0, "contactMetricSourceRows": 327033, "contactMetricRegularSeasonRows": 288778, "contactMetricTerminalPaRows": 74166, "contactMetricBatterCount": 542, "cheapieSource": "actual-home-run-classification", "homeRunTrackerDetailRows": 3343, "homeRunTrackerDetailJoinedRows": 3265, "homeRunTrackerDetailJoinRate": 0.9767, "homeRunTrackerActualHrRows": 2127, "joinedActualHrRows": 2127, "actualHrMatchRate": 1.0 }, "qualifiedBy": { "minimumHomeRuns": null, "frontendMinimumHomeRunsDefault": 1, "minimumPlateAppearances": null, "minimumBbe": 100, "estimatedTeamGames": 67 }, "players": [ { "batter": 808959, "player": "Munetaka Murakami", "team": "CWS", "bbe": 120, "pa": 120, "hr": 20, "xhr": 17.3, "xhrPerBbe": 0.1442, "xhrDiff": 2.7, "noDoubters": 12, "doubters": 5, "mostlyGone": 6, "noDoubterRate": 0.6, "actualDoubterHr": 2, "actualMostlyGoneHr": 6, "actualNoDoubterHr": 12, "cheapieRate": 0.1, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.208, "hrWindowThunderBbe": 12, "hrWindowThunderRate": 0.1, "hardHitRate": 0.592, "sweetSpotRate": 0.308, "pullAirRate": 0.198, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 29, "crushedPulledAirBbe": 12, "pullAirJuice": 0.055, "pullAirJuicePer100Pa": 5.5, "contactPct": 0.6106, "contactSwings": 452, "contactPa": 246, "avgDistanceOnBarrels": 398.5, "avgLaunchAngleOnBarrels": 31.4, "avgLaunchAngle": 14.0, "avgDistance": 408.5, "longestHr": 451, "avgExitVelocity": 94.2, "longballIndex": 189.2, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1442, "percentile": 1.0, "score": 190.8, "weight": 0.5 }, "barrelRate": { "value": 0.208, "percentile": 0.9832, "score": 182.9, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.1, "percentile": 1.0, "score": 190.8, "weight": 0.25 }, "hardHitRate": { "value": 0.592, "percentile": 0.9916, "score": 190.8, "weight": 0.05 } }, "sampleBadge": "No-Doubter Candidate", "pullPop": 383.2, "pesky": 78.2 }, { "batter": 592450, "player": "Aaron Judge", "team": "NYY", "bbe": 142, "pa": 142, "hr": 17, "xhr": 17.8, "xhrPerBbe": 0.1254, "xhrDiff": -0.8, "noDoubters": 11, "doubters": 3, "mostlyGone": 9, "noDoubterRate": 0.647, "actualDoubterHr": 0, "actualMostlyGoneHr": 6, "actualNoDoubterHr": 11, "cheapieRate": 0.0, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.218, "hrWindowThunderBbe": 12, "hrWindowThunderRate": 0.0845, "hardHitRate": 0.57, "sweetSpotRate": 0.345, "pullAirRate": 0.182, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 32, "crushedPulledAirBbe": 19, "pullAirJuice": 0.0533, "pullAirJuicePer100Pa": 5.3, "contactPct": 0.6987, "contactSwings": 468, "contactPa": 256, "avgDistanceOnBarrels": 381.3, "avgLaunchAngleOnBarrels": 26.4, "avgLaunchAngle": 14.9, "avgDistance": 403.8, "longestHr": 456, "avgExitVelocity": 94.1, "longballIndex": 188.4, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1254, "percentile": 0.9872, "score": 187.1, "weight": 0.5 }, "barrelRate": { "value": 0.218, "percentile": 0.9916, "score": 190.8, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.0845, "percentile": 0.9916, "score": 190.8, "weight": 0.25 }, "hardHitRate": { "value": 0.57, "percentile": 0.979, "score": 179.3, "weight": 0.05 } }, "sampleBadge": "No-Doubter Candidate", "pullPop": 369.3, "pesky": 89.4 }, { "batter": 656941, "player": "Kyle Schwarber", "team": "PHI", "bbe": 140, "pa": 140, "hr": 23, "xhr": 19.5, "xhrPerBbe": 0.1393, "xhrDiff": 3.5, "noDoubters": 8, "doubters": 4, "mostlyGone": 15, "noDoubterRate": 0.348, "actualDoubterHr": 1, "actualMostlyGoneHr": 14, "actualNoDoubterHr": 8, "cheapieRate": 0.043, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.221, "hrWindowThunderBbe": 10, "hrWindowThunderRate": 0.0714, "hardHitRate": 0.507, "sweetSpotRate": 0.4, "pullAirRate": 0.336, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 45, "crushedPulledAirBbe": 17, "pullAirJuice": 0.0495, "pullAirJuicePer100Pa": 5.0, "contactPct": 0.6914, "contactSwings": 525, "contactPa": 280, "avgDistanceOnBarrels": 388.5, "avgLaunchAngleOnBarrels": 27.8, "avgLaunchAngle": 21.8, "avgDistance": 402.3, "longestHr": 460, "avgExitVelocity": 93.1, "longballIndex": 188.0, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1393, "percentile": 0.9957, "score": 190.8, "weight": 0.5 }, "barrelRate": { "value": 0.221, "percentile": 0.9958, "score": 190.8, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.0714, "percentile": 0.9874, "score": 187.3, "weight": 0.25 }, "hardHitRate": { "value": 0.507, "percentile": 0.9118, "score": 152.7, "weight": 0.05 } }, "sampleBadge": "No-Doubter Candidate", "pullPop": 348.4, "pesky": 88.5 }, { "batter": 695578, "player": "James Wood", "team": "WSH", "bbe": 156, "pa": 156, "hr": 17, "xhr": 19.1, "xhrPerBbe": 0.1224, "xhrDiff": -2.1, "noDoubters": 10, "doubters": 13, "mostlyGone": 12, "noDoubterRate": 0.588, "actualDoubterHr": 2, "actualMostlyGoneHr": 5, "actualNoDoubterHr": 10, "cheapieRate": 0.118, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.256, "hrWindowThunderBbe": 14, "hrWindowThunderRate": 0.0897, "hardHitRate": 0.59, "sweetSpotRate": 0.468, "pullAirRate": 0.108, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 22, "crushedPulledAirBbe": 10, "pullAirJuice": 0.0287, "pullAirJuicePer100Pa": 2.9, "contactPct": 0.7004, "contactSwings": 494, "contactPa": 310, "avgDistanceOnBarrels": 375.9, "avgLaunchAngleOnBarrels": 26.5, "avgLaunchAngle": 11.4, "avgDistance": 405.9, "longestHr": 442, "avgExitVelocity": 96.0, "longballIndex": 186.6, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1224, "percentile": 0.983, "score": 182.7, "weight": 0.5 }, "barrelRate": { "value": 0.256, "percentile": 1.0, "score": 190.8, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.0897, "percentile": 0.9958, "score": 190.8, "weight": 0.25 }, "hardHitRate": { "value": 0.59, "percentile": 0.9874, "score": 187.3, "weight": 0.05 } }, "sampleBadge": "No-Doubter Candidate", "pullPop": 202.0, "pesky": 89.6 }, { "batter": 670541, "player": "Yordan \u00c1lvarez", "team": "HOU", "bbe": 188, "pa": 188, "hr": 22, "xhr": 24.6, "xhrPerBbe": 0.1309, "xhrDiff": -2.6, "noDoubters": 16, "doubters": 3, "mostlyGone": 12, "noDoubterRate": 0.727, "actualDoubterHr": 0, "actualMostlyGoneHr": 6, "actualNoDoubterHr": 16, "cheapieRate": 0.0, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.186, "hrWindowThunderBbe": 12, "hrWindowThunderRate": 0.0638, "hardHitRate": 0.548, "sweetSpotRate": 0.484, "pullAirRate": 0.289, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 53, "crushedPulledAirBbe": 18, "pullAirJuice": 0.0458, "pullAirJuicePer100Pa": 4.6, "contactPct": 0.8234, "contactSwings": 470, "contactPa": 288, "avgDistanceOnBarrels": 385.6, "avgLaunchAngleOnBarrels": 25.8, "avgLaunchAngle": 19.0, "avgDistance": 399.8, "longestHr": 449, "avgExitVelocity": 94.9, "longballIndex": 182.2, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1309, "percentile": 0.9915, "score": 190.8, "weight": 0.5 }, "barrelRate": { "value": 0.186, "percentile": 0.9685, "score": 172.5, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.0638, "percentile": 0.9727, "score": 175.0, "weight": 0.25 }, "hardHitRate": { "value": 0.548, "percentile": 0.9664, "score": 171.4, "weight": 0.05 } }, "sampleBadge": "Reliable Sample", "pullPop": 320.5, "pesky": 105.4 }, { "batter": 545361, "player": "Mike Trout", "team": "LAA", "bbe": 158, "pa": 158, "hr": 14, "xhr": 16.7, "xhrPerBbe": 0.1057, "xhrDiff": -2.7, "noDoubters": 9, "doubters": 8, "mostlyGone": 10, "noDoubterRate": 0.643, "actualDoubterHr": 0, "actualMostlyGoneHr": 5, "actualNoDoubterHr": 9, "cheapieRate": 0.0, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.209, "hrWindowThunderBbe": 9, "hrWindowThunderRate": 0.057, "hardHitRate": 0.519, "sweetSpotRate": 0.38, "pullAirRate": 0.22, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 47, "crushedPulledAirBbe": 14, "pullAirJuice": 0.0425, "pullAirJuicePer100Pa": 4.3, "contactPct": 0.7992, "contactSwings": 473, "contactPa": 295, "avgDistanceOnBarrels": 387.8, "avgLaunchAngleOnBarrels": 27.5, "avgLaunchAngle": 20.2, "avgDistance": 407.9, "longestHr": 446, "avgExitVelocity": 91.7, "longballIndex": 174.5, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1057, "percentile": 0.9702, "score": 173.5, "weight": 0.5 }, "barrelRate": { "value": 0.209, "percentile": 0.9874, "score": 187.3, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.057, "percentile": 0.9622, "score": 169.3, "weight": 0.25 }, "hardHitRate": { "value": 0.519, "percentile": 0.9328, "score": 158.4, "weight": 0.05 } }, "sampleBadge": "No-Doubter Candidate", "pullPop": 299.6, "pesky": 102.3 }, { "batter": 621439, "player": "Byron Buxton", "team": "MIN", "bbe": 163, "pa": 163, "hr": 18, "xhr": 18.4, "xhrPerBbe": 0.1129, "xhrDiff": -0.4, "noDoubters": 12, "doubters": 2, "mostlyGone": 8, "noDoubterRate": 0.667, "actualDoubterHr": 0, "actualMostlyGoneHr": 6, "actualNoDoubterHr": 12, "cheapieRate": 0.0, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.178, "hrWindowThunderBbe": 8, "hrWindowThunderRate": 0.0491, "hardHitRate": 0.466, "sweetSpotRate": 0.344, "pullAirRate": 0.301, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 52, "crushedPulledAirBbe": 16, "pullAirJuice": 0.0281, "pullAirJuicePer100Pa": 2.8, "contactPct": 0.702, "contactSwings": 490, "contactPa": 248, "avgDistanceOnBarrels": 379.5, "avgLaunchAngleOnBarrels": 28.4, "avgLaunchAngle": 22.8, "avgDistance": 397.8, "longestHr": 438, "avgExitVelocity": 90.2, "longballIndex": 168.8, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1129, "percentile": 0.9787, "score": 179.1, "weight": 0.5 }, "barrelRate": { "value": 0.178, "percentile": 0.9622, "score": 169.3, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.0491, "percentile": 0.9244, "score": 156.0, "weight": 0.25 }, "hardHitRate": { "value": 0.466, "percentile": 0.7668, "score": 128.4, "weight": 0.05 } }, "sampleBadge": "Reliable Sample", "pullPop": 195.1, "pesky": 89.9 }, { "batter": 670042, "player": "Luke Raley", "team": "SEA", "bbe": 110, "pa": 110, "hr": 13, "xhr": 11.2, "xhrPerBbe": 0.1018, "xhrDiff": 1.8, "noDoubters": 4, "doubters": 2, "mostlyGone": 10, "noDoubterRate": 0.308, "actualDoubterHr": 1, "actualMostlyGoneHr": 8, "actualNoDoubterHr": 4, "cheapieRate": 0.077, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.191, "hrWindowThunderBbe": 6, "hrWindowThunderRate": 0.0545, "hardHitRate": 0.464, "sweetSpotRate": 0.436, "pullAirRate": 0.291, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 25, "crushedPulledAirBbe": 8, "pullAirJuice": 0.0445, "pullAirJuicePer100Pa": 4.4, "contactPct": 0.5893, "contactSwings": 392, "contactPa": 187, "avgDistanceOnBarrels": 376.8, "avgLaunchAngleOnBarrels": 28.0, "avgLaunchAngle": 14.0, "avgDistance": 384.5, "longestHr": 434, "avgExitVelocity": 88.2, "longballIndex": 168.6, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1018, "percentile": 0.9617, "score": 169.1, "weight": 0.5 }, "barrelRate": { "value": 0.191, "percentile": 0.979, "score": 179.3, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.0545, "percentile": 0.958, "score": 167.4, "weight": 0.25 }, "hardHitRate": { "value": 0.464, "percentile": 0.7521, "score": 126.6, "weight": 0.05 } }, "sampleBadge": "Qualified Sample", "pullPop": 306.6, "pesky": 75.4 }, { "batter": 571970, "player": "Max Muncy", "team": "LAD", "bbe": 141, "pa": 141, "hr": 14, "xhr": 14.3, "xhrPerBbe": 0.1014, "xhrDiff": -0.3, "noDoubters": 6, "doubters": 3, "mostlyGone": 10, "noDoubterRate": 0.429, "actualDoubterHr": 0, "actualMostlyGoneHr": 8, "actualNoDoubterHr": 6, "cheapieRate": 0.0, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.17, "hrWindowThunderBbe": 9, "hrWindowThunderRate": 0.0638, "hardHitRate": 0.482, "sweetSpotRate": 0.348, "pullAirRate": 0.262, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 32, "crushedPulledAirBbe": 15, "pullAirJuice": 0.039, "pullAirJuicePer100Pa": 3.9, "contactPct": 0.7494, "contactSwings": 407, "contactPa": 225, "avgDistanceOnBarrels": 384.5, "avgLaunchAngleOnBarrels": 26.0, "avgLaunchAngle": 12.8, "avgDistance": 407.6, "longestHr": 452, "avgExitVelocity": 90.8, "longballIndex": 167.7, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1014, "percentile": 0.9574, "score": 167.2, "weight": 0.5 }, "barrelRate": { "value": 0.17, "percentile": 0.958, "score": 167.4, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.0638, "percentile": 0.9727, "score": 175.0, "weight": 0.25 }, "hardHitRate": { "value": 0.482, "percentile": 0.8382, "score": 138.5, "weight": 0.05 } }, "sampleBadge": "Qualified Sample", "pullPop": 271.7, "pesky": 95.9 }, { "batter": 664023, "player": "Ian Happ", "team": "CHC", "bbe": 145, "pa": 145, "hr": 14, "xhr": 15.2, "xhrPerBbe": 0.1048, "xhrDiff": -1.2, "noDoubters": 8, "doubters": 2, "mostlyGone": 9, "noDoubterRate": 0.571, "actualDoubterHr": 0, "actualMostlyGoneHr": 6, "actualNoDoubterHr": 8, "cheapieRate": 0.0, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.159, "hrWindowThunderBbe": 9, "hrWindowThunderRate": 0.0621, "hardHitRate": 0.469, "sweetSpotRate": 0.352, "pullAirRate": 0.283, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 33, "crushedPulledAirBbe": 13, "pullAirJuice": 0.0462, "pullAirJuicePer100Pa": 4.6, "contactPct": 0.6928, "contactSwings": 485, "contactPa": 274, "avgDistanceOnBarrels": 379.7, "avgLaunchAngleOnBarrels": 26.6, "avgLaunchAngle": 16.3, "avgDistance": 401.8, "longestHr": 446, "avgExitVelocity": 90.7, "longballIndex": 166.9, "lbiVersion": "1.3", "lbiComponents": { "adjustedXhrPerBbe": { "value": 0.1048, "percentile": 0.966, "score": 171.2, "weight": 0.5 }, "barrelRate": { "value": 0.159, "percentile": 0.937, "score": 159.7, "weight": 0.2 }, "hrWindowThunderRate": { "value": 0.0621, "percentile": 0.9664, "score": 171.4, "weight": 0.25 }, "hardHitRate": { "value": 0.469, "percentile": 0.7773, "score": 129.8, "weight": 0.05 } }, "sampleBadge": "Qualified Sample", "pullPop": 320.5, "pesky": 88.7 }, { "batter": 700250, "player": "Ben Rice", "team": "NYY", "bbe": 154, "pa": 154, "hr": 18, "xhr": 16.7, "xhrPerBbe": 0.1084, "xhrDiff": 1.3, "noDoubters": 5, "doubters": 5, "mostlyGone": 14, "noDoubterRate": 0.278, "actualDoubterHr": 2, "actualMostlyGoneHr": 11, "actualNoDoubterHr": 5, "cheapieRate": 0.111, "cheapieSource": "actual-home-run-classification", "barrelRate": 0.169, "hrWindowThunderBbe": 6, "hrWindowThunderRate": 0.039, "hardHitRate": 0.506, "sweetSpotRate": 0.455, "pullAirRate": 0.218, "pullAirSource": "baseball-savant-batted-ball", "pulledAirBbe": 39, 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