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. Abreu, Wilyer in signal, the comp in amber.

BOS · bats L · 610 PA

Ranked comps for Abreu, Wilyer

#PlayerSimilarityAgrees onDiffers onOpen
01 Suzuki, Seiya CHC · R · 537 PA 0.72 Whiff rateMax exit velocitySprint speed Chase rate -1.3zFly-ball rate -1.0zOppo rate -1.0z Player Projection Swing lab
02 Greene, Riley DET · L · 519 PA 0.69 Barrel rateSwing lengthMax exit velocity Strikeout rate +1.1zxwOBA on contact +1.0zSprint speed -1.0z Player Projection Swing lab
03 Langeliers, Shea ATH · R · 429 PA 0.68 Pull rateSwing lengthGround-ball rate Max exit velocity +1.6zAvg exit velocity +0.9zFly-ball rate -0.9z Player Projection Swing lab
04 Jensen, Carter KC · L · 535 PA 0.66 In-zone contactSwing lengthHard-hit rate Sweet-spot rate -1.6zStrikeout rate +1.3zBarrel rate -1.1z Player Projection Swing lab
05 Merrill, Jackson SD · L · 591 PA 0.64 Sweet-spot rateAvg exit velocityIn-zone contact Walk rate -1.3zChase rate +1.2zFly-ball rate -0.9z Player Projection Swing lab
06 Langford, Wyatt TEX · R · 392 PA 0.63 Strikeout rateAvg exit velocityWalk rate Sweet-spot rate -1.7zBarrel rate -1.6zFly-ball rate -1.1z Player Projection Swing lab
07 McLain, Matt CIN · R · 451 PA 0.63 In-zone contactWalk rateOppo rate Avg exit velocity -1.1zBat speed -1.1zIsolated power -1.1z Player Projection Swing lab
08 Jeffers, Ryan MIN · R · 319 PA 0.62 Swing lengthMax exit velocityBarrel rate In-zone contact +1.5zFly-ball rate -1.2zSprint speed -1.2z Player Projection Swing lab
09 Aranda, Jonathan TB · L · 602 PA 0.62 Oppo rateWalk ratexwOBA on contact Sprint speed -1.8zIsolated power -1.4zBat speed -1.2z Player Projection Swing lab
10 Schmitt, Casey SF · R · 424 PA 0.61 Sprint speedAvg exit velocityPull rate Walk rate -2.4zIn-zone contact +1.2zChase rate +0.9z Player Projection Swing lab
11 Abrams, CJ WSH · L · 591 PA 0.61 In-zone contactAvg exit velocityxwOBA on contact Sweet-spot rate -1.2zSwing length +1.2zFly-ball rate -1.2z Player Projection Swing lab
12 Chourio, Jackson MIL · R · 483 PA 0.61 Barrel rateMax exit velocityBat speed Ground-ball rate +1.9zSweet-spot rate -1.3zPull rate -1.1z Player Projection Swing lab

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.