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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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Michael Massey

Michael Massey

2B·KCR
Compare
Compare
PA
356
H
86
HR
14
AVG
.259
xwOBA
.316
PPG
1.98
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
202650158.262.286.456.194.28117.7%3.2%14.5%61861.72—
202580277.244
2024 MLB Percentiles

Hitting Profile

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

Expected Results
xwOBA
23
.316
xBA
69
.262
.272
.313
.069
.266
15.5%
3.2%
12.3%
3
2
99
1.24
—
2024106356.259.297.449.190.31615.7%4.2%11.5%1412101.98—
2023133461.229.276.381.152.31821.5%5.2%16.3%1562031.53—
202258194.243.311.376.133.33423.7%4.6%19.1%44821.41—
xSLG
53
.441
Quality of Contact
Avg EV
33
88.5
Median EV
20
90.6
90th % EV
14
102.1
Barrel %
31
7.1
Hard-Hit %
22
36.9
Sweet-Spot %
39
35.1
Bat Speed
Avg
32
69.5
Median
26
70.3
90th %
19
74.5
Plate Discipline
Chase %
5
37.2
Whiff %
83
16.2
K %
82
15.7
BB %
5
4.2
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
≈ 6th pctl
Chase cost
-31.4r
300 swings @ bad pitch
Passive cost
-8.8r
186 takes @ hittable pitch
Swing rate
52.0%
1,328 pitches seen
Runs per 100
-3.02
lg avg -2.53
Count
View
5+36%11+0%9+13%15+13%853+62%21+43%35+5%39+18%50+40%30+15%26+0%13+56%36+19%53-29%68-29%69-24%46+50%18+33%15+50%28+13%30-33%67-24%45-24%29+60%255+29%17+37%19+35%20-6%17+30%10+13%853+33%625411CATCHER'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