The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 257 qualified hitters (334+ 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 · 723 PA

Ranked comps for McGonigle, Kevin

#PlayerSimilarityAgrees onDiffers onOpen
01 Tucker, Kyle LAD · L · 637 PA 0.76 Hard-hit rateIsolated powerBat speed Sprint speed -1.2zPull rate +1.0zWhiff rate +0.8z
02 Betts, Mookie LAD · R · 542 PA 0.67 Chase rateHard-hit rateSwing length Walk rate -1.3zSprint speed -1.1zIn-zone contact +1.0z
03 Rutschman, Adley BAL · L · 422 PA 0.64 Whiff rateSwing lengthBat speed Walk rate -1.5zSprint speed -1.2zChase rate +1.1z
04 Keaschall, Luke MIN · R · 631 PA 0.60 Strikeout rateIn-zone contactWhiff rate Walk rate -1.6zFly-ball rate -1.2zBarrel rate -1.0z
05 Langford, Wyatt TEX · R · 479 PA 0.60 Sprint speedxwOBA on contactGround-ball rate Sweet-spot rate -1.5zStrikeout rate +1.4zWhiff rate +1.4z
06 Grisham, Trent NYY · L · 503 PA 0.58 xwOBA on contactSweet-spot rateChase rate Oppo rate -1.5zFly-ball rate -1.2zPull rate +1.1z
07 Suzuki, Seiya CHC · R · 634 PA 0.58 Oppo rateSweet-spot ratePull rate Strikeout rate +1.8zMax exit velocity +1.2zWhiff rate +1.2z
08 Wetherholt, JJ STL · L · 629 PA 0.58 Pull rateBarrel rateBat speed Ground-ball rate +1.9zSwing length +1.4zFly-ball rate -1.1z
09 Monasterio, Andruw BOS · R · 358 PA 0.57 In-zone contactGround-ball rateSweet-spot rate Walk rate -2.2zChase rate +1.3zStrikeout rate +0.9z
10 Pasquantino, Vinnie KC · L · 486 PA 0.56 Whiff rateStrikeout rateBat speed Sprint speed -1.8zChase rate +1.8zWalk rate -1.1z
11 Bregman, Alex CHC · R · 708 PA 0.56 Whiff rateStrikeout rateHard-hit rate Sprint speed -1.5zFly-ball rate -1.5zPull rate +1.2z
12 Loftin, Nick KC · R · 446 PA 0.56 Sweet-spot rateIsolated powerSprint speed Walk rate -1.5zBat 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.