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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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James Wood

James Wood

OF·WSN
Compare
Compare
PA
337
H
78
HR
9
AVG
.264
xwOBA
.357
PPG
2.16
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
202675351.275.406.544.269.43829.1%16.8%12.3%20132463.28—
2025162691.255
2024 MLB Percentiles

Hitting Profile

337 PA — below qualified cutoff. Percentiles vs. qualified pool (faded).

Expected Results
xwOBA
81
.357
xBA
67
.260
.350
.473
.218
.366
32.0%
12.3%
19.7%
31
15
346
2.14
—
202483337.264.353.426.162.35728.8%11.6%17.2%9141792.16—
xSLG
54
.442
Quality of Contact
Avg EV
90
92.8
Median EV
93
95.9
90th % EV
92
109.0
Barrel %
62
10.6
Hard-Hit %
92
52.0
Sweet-Spot %
53
35.9
Bat Speed
Avg
70
71.8
Median
77
73.6
90th %
81
79.1
Plate Discipline
Chase %
93
21.0
Whiff %
17
27.4
K %
4
28.8
BB %
90
11.6
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+
84
≈ 5th pctl
Chase cost
-19.2r
170 swings @ bad pitch
Passive cost
-23.5r
284 takes @ hittable pitch
Swing rate
38.2%
1,404 pitches seen
Runs per 100
-3.04
lg avg -2.53
Count
View
5+0%8+0%12+0%7+0%943+27%11+21%33-10%42-20%41-14%42+0%185+41%22-12%43-49%70-33%66-46%54+0%28+18%11+43%28-22%41-42%60-28%58-19%37+13%16+43%7+8%13+18%17+5%21+13%16+40%10+23%13+17%62+13%85+13%8231CATCHER'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