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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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José Ramírez

José Ramírez

3B·CLE
Compare
Compare
PA
691
H
172
HR
24
AVG
.282
xwOBA
.374
PPG
3.09
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
202669298.238.347.425.187.37213.8%13.8%0.0%10242073.00—
2025163673.283
2023 MLB Percentiles

Hitting Profile

Expected Results
xwOBA
86
.374
xBA
93
.296
xSLG
.362
.502
.219
.357
11.0%
9.8%
1.2%
30
45
545
3.34
—
2024173682.279.338.537.258.34212.0%7.9%4.1%39436223.60—
2023163691.282.359.475.193.37410.6%10.6%0.0%24295043.09—
2022176685.280.359.514.234.33812.0%10.1%1.9%29205743.26—
2021160636.266.358.538.272.38313.7%11.3%2.4%36275473.42—
202063254.292.387.607.315.37316.9%12.2%4.7%17102493.95—
2019132544.254.329.477.223.34613.6%9.6%4.0%23243852.92—
2018166699.269.390.551.282.37611.4%15.2%-3.8%39356113.68—
2017164645.318.377.583.265.36410.7%8.1%2.6%29185453.32—
76
.485
Quality of Contact
Avg EV
58
90.0
Median EV
51
92.4
90th % EV
38
104.6
Barrel %
33
7.0
Hard-Hit %
40
40.4
Sweet-Spot %
67
37.5
Bat Speed
Avg
26
68.9
Median
27
70.1
90th %
33
75.6
Plate Discipline
Chase %
47
28.1
Whiff %
91
14.5
K %
96
10.6
BB %
73
10.6
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+
94
≈ 26th pctl
Chase cost
-58.2r
475 swings @ bad pitch
Passive cost
-14.2r
325 takes @ hittable pitch
Swing rate
46.6%
2,616 pitches seen
Runs per 100
-2.77
lg avg -2.54
Count
View
355+29%7+7%14+0%94+42%19+52%25+25%40+22%32+32%31+11%18+9%11+35%31+5%41-23%75-32%68-19%53+28%29+11%9+56%34+0%40-33%60-21%53-46%26+28%18+22%9+44%16+50%24-17%18+36%22+11%9+0%111433+0%8+0%64CATCHER'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