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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
673
H
168
HR
30
AVG
.283
xwOBA
.357
PPG
3.34
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
202669298.238.347.425.187.37213.8%13.8%0.0%10242073.00—
2025163673.283
2025 MLB Percentiles

Hitting Profile

Expected Results
xwOBA
77
.357
xBA
90
.282
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—
52
.445
Quality of Contact
Avg EV
28
88.9
Median EV
23
91.3
90th % EV
28
104.2
Barrel %
23
7.0
Hard-Hit %
18
37.0
Sweet-Spot %
63
37.1
Bat Speed
Avg
28
69.1
Median
27
70.5
90th %
37
76.1
Plate Discipline
Chase %
38
29.0
Whiff %
91
13.8
K %
95
11.0
BB %
66
9.8
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+
93
≈ 23th pctl
Chase cost
-59.7r
504 swings @ bad pitch
Passive cost
-16.3r
370 takes @ hittable pitch
Swing rate
46.7%
2,723 pitches seen
Runs per 100
-2.79
lg avg -2.53
Count
View
+33%6+0%6+36%145+0%8+0%105+28%18+19%21+13%38+17%35+28%25+55%11+0%9+43%28+9%54-25%60-34%58-27%51+56%18+22%9+45%38+10%40-30%66-29%63-22%32+33%21+0%8+21%14+34%29+9%23+21%19+6%17+20%104+33%655+17%653CATCHER'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