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. Crow-Armstrong, Pete in signal, the comp in amber.

CHC · bats L · 733 PA

Ranked comps for Crow-Armstrong, Pete

#PlayerSimilarityAgrees onDiffers onOpen
01 Mayo, Coby BAL · R · 468 PA 0.66 Barrel rateIn-zone contactHard-hit rate Sprint speed -1.2zSweet-spot rate -1.1zIsolated power -1.1z Player Projection Swing lab
02 Buxton, Byron MIN · R · 418 PA 0.61 Chase rateBat speedIn-zone contact Sweet-spot rate -1.6zWalk rate -1.3zBarrel rate +1.3z Player Projection Swing lab
03 Contreras, Willson BOS · R · 550 PA 0.60 Avg exit velocityChase rateBarrel rate Sprint speed -1.7zGround-ball rate +1.2zFly-ball rate -1.1z Player Projection Swing lab
04 Muncy, Max LAD · L · 574 PA 0.56 Walk rateBarrel rateAvg exit velocity Sprint speed -1.7zChase rate -1.4zSwing length -1.2z Player Projection Swing lab
05 Rice, Ben NYY · L · 688 PA 0.55 Hard-hit rateIn-zone contactSweet-spot rate Sprint speed -2.0zChase rate -1.6zGround-ball rate +1.4z Player Projection Swing lab
06 Goodman, Hunter COL · R · 590 PA 0.54 Fly-ball rateAvg exit velocityIsolated power Sprint speed -1.7zSweet-spot rate -1.6zWalk rate -1.2z Player Projection Swing lab
07 Abrams, CJ WSH · L · 667 PA 0.50 Avg exit velocityIn-zone contactStrikeout rate Max exit velocity -1.4zxwOBA on contact -1.3zSweet-spot rate -1.2z Player Projection Swing lab
08 Vargas, Miguel CWS · R · 721 PA 0.49 Sweet-spot rateGround-ball rateAvg exit velocity Chase rate -2.2zIsolated power -1.4zStrikeout rate -1.3z Player Projection Swing lab
09 Langeliers, Shea ATH · R · 473 PA 0.49 Sweet-spot rateChase rateIn-zone contact Pull rate -2.0zOppo rate +1.4zIsolated power -1.4z Player Projection Swing lab
10 Lowe, Brandon PIT · L · 668 PA 0.49 Fly-ball rateOppo rateChase rate Sprint speed -1.9zWhiff rate +1.5zIsolated power -1.3z Player Projection Swing lab
11 Bleday, JJ CIN · L · 545 PA 0.48 Whiff rateOppo rateFly-ball rate Chase rate -1.8zxwOBA on contact -1.7zIsolated power -1.7z Player Projection Swing lab
12 Ohtani, Shohei LAD · L · 622 PA 0.48 Bat speedStrikeout ratePull rate Ground-ball rate +1.8zSprint speed -1.4zAvg exit velocity +1.3z 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.