The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (290+ PA). Closer to the center star = more alike. xwOBA is deliberately excluded: this maps how hitters are built, not results twins.

strong match (0.55+) moderate (0.45 to 0.55) weaker (< 0.45) star size + line weight scale with similarity · rings mark 0.70 / 0.50 / 0.30 · hover a star for why, click for the fingerprint
Radial fingerprint · population percentiles

Two profile shapes drawn over the same axes: overlap is what makes them comps, gaps are where they part. Bailey, Patrick in signal, the comp in amber.

CLE · bats L · 302 PA

Ranked comps for Bailey, Patrick

#PlayerSimilarityAgrees onDiffers onOpen
01 Ballesteros, Moisés CHC · L · 296 PA 0.82 Whiff rateBat speedWalk rate Barrel rate +0.9zMax exit velocity +0.8zChase rate +0.8z
02 Cortes, Carlos ATH · L · 339 PA 0.74 Oppo rateBarrel rateAvg exit velocity Strikeout rate -1.2zxwOBA on contact -1.0zFly-ball rate -0.9z
03 Grissom, Vaughn LAA · R · 376 PA 0.72 Swing lengthFly-ball rateChase rate Sprint speed +1.2zIn-zone contact +1.1zStrikeout rate -1.0z
04 O'Hearn, Ryan PIT · L · 419 PA 0.71 xwOBA on contactSwing lengthPull rate Sprint speed +1.2zIsolated power +1.1zSweet-spot rate +0.8z
05 Caratini, Victor MIN · L · 362 PA 0.70 Barrel rateAvg exit velocityIsolated power Sweet-spot rate +1.5zIn-zone contact +1.1zChase rate -0.9z
06 Realmuto, J.T. PHI · R · 408 PA 0.69 Hard-hit rateFly-ball rateChase rate Sprint speed +2.2zMax exit velocity +0.7zOppo rate -0.7z
07 Tawa, Tim AZ · R · 292 PA 0.69 In-zone contactWhiff ratexwOBA on contact Sprint speed +1.8zOppo rate -1.6zBarrel rate +0.8z
08 Walker, Christian HOU · R · 564 PA 0.68 In-zone contactPull rateStrikeout rate Isolated power +1.7zMax exit velocity +1.2zSweet-spot rate -0.7z
09 McMahon, Ryan NYY · L · 331 PA 0.67 Swing lengthSweet-spot rateChase rate Fly-ball rate +1.3zMax exit velocity +1.1zHard-hit rate +1.0z
10 Heim, Jonah ATH · L · 339 PA 0.66 Pull rateBarrel rateMax exit velocity Oppo rate -1.4zHard-hit rate -1.1zStrikeout rate -1.0z
11 Machado, Manny SD · R · 593 PA 0.65 In-zone contactSweet-spot rateChase rate Swing length +1.6zIsolated power +1.2zMax exit velocity +1.0z
12 Butler, Lawrence ATH · L · 455 PA 0.64 Sweet-spot rateWhiff ratePull rate Max exit velocity +1.3zWalk rate +1.2zSprint speed +1.1z

Weighted RMS z-distance over 6 feature groups, standardized within the qualified population; similarity = exp(-alpha * d^2), one global fixed transform. xwOBA excluded by design: this matches profile shape, not outcome twins. Descriptive, not predictive.