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  • Projections
    In-house Bayesian model · career prior + aging × stuff/discipline signals
  • Plate Discipline
    Decision+ · chase / passive cost · K% · BB%
  • Command & Stuff
    Pitching+ · Stuff+ · Command+ · meatball rate
  • Pitcher Stuff Lab
    In-zone whiff · xwOBAcon · tunnel · deception · count predictability
  • Stuff Model (diag)
    From-scratch XGBoost training runs, feature importance, pitcher grades
  • Expected Points
    Luck-neutral fantasy points · xSLG / xwOBA · ΔPts
  • Hitter Frontier
    Power × discipline tradeoff · Pareto-frontier hitters
  • Pitcher Frontier
    Process × contact-suppression · pound the zone vs limit damage
  • Hitter Vulnerabilities
    Biggest pitch-trait strengths & weaknesses · vs league or vs own
  • AAA Hitters
    Triple-A bats · xwOBA · contact quality · discipline · frontier
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Mookie Betts

Mookie Betts

SS·LAD
Compare
Compare
PA
693
H
179
HR
39
AVG
.307
xwOBA
.410
PPG
3.69
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
202632133.183.258.358.175.33112.0%8.3%3.7%60762.38—
2025168664.258
2023 MLB Percentiles

Hitting Profile

Expected Results
xwOBA
95
.410
xBA
89
.288
xSLG
.330
.405
.147
.332
10.2%
9.2%
1.0%
20
8
456
2.71
—
2024135516.289.375.491.202.36611.0%11.8%-0.8%19184623.42—
2023160693.307.411.579.272.41015.4%13.9%1.5%39145913.69—
2022154639.269.342.533.264.35116.3%8.6%7.7%35124833.14—
2021141550.264.371.487.223.35915.6%12.4%3.2%23164283.04—
202073247.291.366.559.268.36415.4%9.7%5.7%16162793.82—
2019153708.294.395.523.229.41614.3%13.7%0.6%29165423.54—
2018157616.345.440.638.293.43714.8%13.1%1.7%32316273.99—
2017165713.264.346.458.194.34611.1%10.8%0.3%24275483.32—
96
.572
Quality of Contact
Avg EV
91
92.4
Median EV
83
94.7
90th % EV
42
104.8
Barrel %
79
12.4
Hard-Hit %
78
48.5
Sweet-Spot %
97
44.4
Bat Speed
Avg
26
68.9
Median
29
70.5
90th %
51
76.7
Plate Discipline
Chase %
98
16.6
Whiff %
90
15.1
K %
84
15.4
BB %
91
13.9
Swing Decisions

Plate Discipline · Decision+

Expected-run-value of every swing-or-take decision, against a league-average batter’s optimum. 100 = avg · 110 = 1 SD better.

Decision+
113
≈ 90th pctl
Chase cost
-33.6r
335 swings @ bad pitch
Passive cost
-23.8r
467 takes @ hittable pitch
Swing rate
38.4%
2,778 pitches seen
Runs per 100
-2.07
lg avg -2.54
Count
View
144511+44%9+25%20-10%29+10%31+5%19+0%114+65%26-15%33-29%56-38%34-40%45+5%20+0%7+35%23-2%49-29%73-30%81-18%45+0%255+11%18+23%44+15%54-13%39+0%23+8%134+15%13+0%15+7%15+0%812CATCHER'S VIEW
Judgment — swing% vs optimal
−35%−15%0+15%+35%
  • Red cells — swings more than an optimal batter would here (chasing).
  • Blue cells — swings less than optimal (too passive).
  • Number in cell: swing%-delta vs optimal. Top-right: pitches seen.
Total pitches shown: 1,000