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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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Ji Hwan Bae

Ji Hwan Bae

OF·NYM
Compare
Compare
PA
371
H
77
HR
2
AVG
.231
xwOBA
.268
PPG
1.49
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
2026121.0001.0001.000.000.3540.0%0.0%0.0%0011.00—
20251125.050
2023 MLB Percentiles

Hitting Profile

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

Expected Results
xwOBA
0
.268
xBA
3
.219
.240
.050
.000
.270
36.0%
20.0%
16.0%
0
3
1
0.09
—
20242481.189.250.216.027.28829.6%7.4%22.2%05190.79—
2023110371.231.298.311.080.26824.8%8.1%16.7%2261641.49—
20221237.333.405.424.091.28616.2%5.4%10.8%03252.08—
xSLG
0
.293
Quality of Contact
Avg EV
6
85.5
Median EV
9
89.1
90th % EV
14
102.5
Barrel %
3
2.0
Hard-Hit %
21
36.8
Sweet-Spot %
0
26.3
Bat Speed
Avg
6
65.6
Median
5
66.9
90th %
5
71.2
Plate Discipline
Chase %
51
27.6
Whiff %
45
22.5
K %
21
24.8
BB %
38
8.1
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+
104
≈ 67th pctl
Chase cost
-27.3r
267 swings @ bad pitch
Passive cost
-9.5r
214 takes @ hittable pitch
Swing rate
47.4%
1,546 pitches seen
Runs per 100
-2.38
lg avg -2.54
Count
View
5+22%9+11%9+8%1245+0%6+38%16+57%37+22%41+11%37-3%30+0%17+0%7+50%20-5%59-36%69-25%79-12%50+14%28+0%10+38%24-9%54-29%52-28%54-19%43+31%26+0%9+30%10+7%15+28%25+18%33+29%752233332CATCHER'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