Flanker the ClankerFlanker
Rankings
Leaderboards
  • 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
StreamersSign inConnect league →
Christian Walker

Christian Walker

1B·HOU
Compare
Compare
PA
640
H
139
HR
27
AVG
.238
xwOBA
.315
PPG
1.83
Career Seasons
YrGPAAVGOBPSLGISOxwOBAK%BB%K-BB%HRSBPtsPPGxPPG
202668278.252.325.500.248.32621.2%8.3%12.9%1601792.63—
2025154640.238
2025 MLB Percentiles

Hitting Profile

Expected Results
xwOBA
21
.315
xBA
18
.235
xSLG
.299
.421
.183
.315
27.7%
6.3%
21.4%
27
2
282
1.83
—
2024134553.250.339.467.217.35724.1%9.9%14.2%2633292.46—
2023181665.256.335.493.237.34319.1%9.3%9.8%33174762.63—
2022171668.241.330.476.235.36419.6%10.3%9.3%3624392.57—
2021123445.244.316.382.138.31523.8%8.5%15.3%1002091.70—
202057243.271.338.459.188.34220.6%7.8%12.8%711422.49—
2019158605.258.348.475.217.36925.6%11.1%14.5%2983502.22—
20183653.163.226.388.225.30041.5%5.7%35.8%31140.39—
20171515.250.400.833.583.48833.3%6.7%26.6%20130.87—
51
.438
Quality of Contact
Avg EV
66
90.9
Median EV
62
93.7
90th % EV
77
107.5
Barrel %
74
12.9
Hard-Hit %
59
46.1
Sweet-Spot %
36
35.2
Bat Speed
Avg
67
71.6
Median
77
73.8
90th %
70
78.3
Plate Discipline
Chase %
43
28.1
Whiff %
12
28.7
K %
7
27.7
BB %
20
6.3
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+
101
≈ 55th pctl
Chase cost
-49.0r
466 swings @ bad pitch
Passive cost
-13.2r
259 takes @ hittable pitch
Swing rate
52.2%
2,513 pitches seen
Runs per 100
-2.48
lg avg -2.53
Count
View
354+17%62+22%9+31%16+5%20+54%13+60%25+36%143+50%20-10%30-16%49-12%64+3%36+42%24+38%8+37%27+12%51-24%82-17%72-16%61+50%34+22%9+14%14+19%37+15%40+13%32+35%23+18%11+0%9+25%12+27%15+13%16+17%6+0%623CATCHER'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