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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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Harold Ramírez

Harold Ramírez

H·FA
Compare
Compare
PA
435
H
125
HR
12
AVG
.312
xwOBA
.318
PPG
2.11
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
202478246.261.282.324.063.25720.3%2.0%18.3%261031.32—
2023128435.312
2023 MLB Percentiles

Hitting Profile

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

Expected Results
xwOBA
22
.318
xBA
68
.264
.357
.459
.147
.318
18.2%
5.1%
13.1%
12
5
270
2.11
—
2022127435.300.346.404.104.31616.6%4.4%12.2%632361.86—
202199363.267.306.396.129.30915.4%3.9%11.5%731741.76—
2020511.200.273.200.000.22018.2%9.1%9.1%00142.80—
2019122446.276.313.416.140.30320.4%4.0%16.4%1122171.78—
xSLG
27
.408
Quality of Contact
Avg EV
41
89.1
Median EV
53
92.5
90th % EV
50
105.2
Barrel %
9
4.6
Hard-Hit %
42
40.7
Sweet-Spot %
5
30.6
Bat Speed
Avg
59
70.8
Median
56
71.9
90th %
66
77.6
Plate Discipline
Chase %
2
43.7
Whiff %
23
26.7
K %
64
18.2
BB %
6
5.1
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+
81
≈ 3th pctl
Chase cost
-44.3r
454 swings @ bad pitch
Passive cost
-8.3r
175 takes @ hittable pitch
Swing rate
56.5%
1,620 pitches seen
Runs per 100
-3.25
lg avg -2.54
Count
View
334+44%9352+44%9+55%22+36%22+35%23+50%18+69%134+60%20-23%43-23%52-18%51-18%33+79%24+73%11+55%20+0%57-23%65-20%61-2%40+74%27+38%8+47%30+64%33+53%43+34%29+46%264+17%6+15%13+43%7+57%23+0%8+29%721CATCHER'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