The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 256 qualified hitters (340+ 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. McGonigle, Kevin in signal, the comp in amber.

DET · bats L · 731 PA

Ranked comps for McGonigle, Kevin

#PlayerSimilarityAgrees onDiffers onOpen
01 Tucker, Kyle LAD · L · 677 PA 0.78 Isolated powerOppo rateHard-hit rate Sprint speed -1.2zPull rate +0.9zSwing length +0.8z
02 Betts, Mookie LAD · R · 584 PA 0.70 Chase rateGround-ball rateSwing length Sprint speed -1.1zWalk rate -1.1zIn-zone contact +1.1z
03 Rutschman, Adley BAL · L · 433 PA 0.65 Whiff rateSwing lengthIn-zone contact Walk rate -1.5zSprint speed -1.2zChase rate +1.1z
04 Keaschall, Luke MIN · R · 640 PA 0.62 Strikeout rateIn-zone contactWhiff rate Walk rate -1.5zFly-ball rate -1.2zBarrel rate -1.1z
05 Langford, Wyatt TEX · R · 489 PA 0.60 Sprint speedxwOBA on contactHard-hit rate Sweet-spot rate -1.6zStrikeout rate +1.4zWhiff rate +1.4z
06 Suzuki, Seiya CHC · R · 642 PA 0.59 Sweet-spot ratePull rateSprint speed Strikeout rate +1.8zMax exit velocity +1.2zWhiff rate +1.2z
07 Grisham, Trent NYY · L · 519 PA 0.59 xwOBA on contactSweet-spot rateBat speed Oppo rate -1.4zFly-ball rate -1.2zHard-hit rate +1.1z
08 Wetherholt, JJ STL · L · 633 PA 0.58 Pull rateBarrel rateBat speed Ground-ball rate +1.9zSwing length +1.4zFly-ball rate -1.2z
09 Bregman, Alex CHC · R · 721 PA 0.57 Whiff rateStrikeout rateSwing length Sprint speed -1.5zFly-ball rate -1.4zIsolated power +1.2z
10 Jeffers, Ryan MIN · R · 388 PA 0.56 In-zone contactOppo ratexwOBA on contact Sprint speed -1.4zMax exit velocity +1.4zFly-ball rate -1.2z
11 Monasterio, Andruw BOS · R · 363 PA 0.56 Sweet-spot rateGround-ball rateIn-zone contact Walk rate -2.2zChase rate +1.3zStrikeout rate +0.9z
12 Loftin, Nick KC · R · 446 PA 0.56 Sweet-spot rateSprint speedIsolated power Walk rate -1.4zBat speed -1.2zFly-ball rate -1.2z

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.