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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
691
H
153
HR
31
AVG
.255
xwOBA
.366
PPG
2.14
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
2026106500.270.396.555.285.43329.2%16.4%12.8%30153513.31—
2025162691.255
2025 MLB Percentiles

Hitting Profile

Expected Results
xwOBA
85
.366
xBA
51
.255
xSLG
.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—
79
.486
Quality of Contact
Avg EV
96
94.3
Median EV
93
96.3
90th % EV
99
112.0
Barrel %
91
16.3
Hard-Hit %
96
56.3
Sweet-Spot %
69
37.9
Bat Speed
Avg
91
73.6
Median
94
75.9
90th %
96
81.3
Plate Discipline
Chase %
69
24.4
Whiff %
3
31.1
K %
1
32.0
BB %
85
12.3
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+
68
≈ 1th pctl
Chase cost
-48.7r
420 swings @ bad pitch
Passive cost
-58.9r
612 takes @ hittable pitch
Swing rate
40.2%
2,907 pitches seen
Runs per 100
-3.70
lg avg -2.53
Count
View
+0%6+0%8+0%9+11%18-31%1313+20%10+32%38-2%43-6%54-17%23+21%14+0%13+44%25+0%46-44%78-35%77-33%46+28%18+31%13+28%25-2%43-39%61-38%53-30%37+8%25+38%8+17%12+0%8-9%23+6%17+55%11+54%133+33%63+13%8341CATCHER'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