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

CHC · bats L · 742 PA

Ranked comps for Crow-Armstrong, Pete

#PlayerSimilarityAgrees onDiffers onOpen
01 Mayo, Coby BAL · R · 468 PA 0.67 Barrel rateHard-hit rateIn-zone contact Sprint speed -1.2zSweet-spot rate -1.1zWalk rate -1.1z Player Projection Swing lab
02 Contreras, Willson BOS · R · 560 PA 0.61 Avg exit velocityBarrel rateChase rate Sprint speed -1.7zGround-ball rate +1.2zFly-ball rate -1.1z Player Projection Swing lab
03 Buxton, Byron MIN · R · 418 PA 0.61 Chase rateBat speedIn-zone contact Sweet-spot rate -1.6zWalk rate -1.4zBarrel rate +1.3z Player Projection Swing lab
04 Muncy, Max LAD · L · 603 PA 0.58 Walk rateStrikeout rateOppo rate Sprint speed -1.7zChase rate -1.4zSwing length -1.2z Player Projection Swing lab
05 Rice, Ben NYY · L · 710 PA 0.55 xwOBA on contactIsolated powerWhiff rate Sprint speed -2.0zChase rate -1.6zGround-ball rate +1.4z Player Projection Swing lab
06 Goodman, Hunter COL · R · 599 PA 0.54 Fly-ball rateIsolated powerAvg exit velocity Sprint speed -1.7zSweet-spot rate -1.6zWalk rate -1.2z Player Projection Swing lab
07 Bleday, JJ CIN · L · 553 PA 0.51 Whiff rateFly-ball rateOppo rate Chase rate -1.8zxwOBA on contact -1.6zIsolated power -1.5z Player Projection Swing lab
08 Abrams, CJ WSH · L · 675 PA 0.50 Avg exit velocityIn-zone contactStrikeout rate Max exit velocity -1.4zxwOBA on contact -1.2zSweet-spot rate -1.2z Player Projection Swing lab
09 Lowe, Brandon PIT · L · 672 PA 0.50 Fly-ball rateOppo rateChase rate Sprint speed -1.9zWhiff rate +1.5zMax exit velocity -1.3z Player Projection Swing lab
10 Langeliers, Shea ATH · R · 480 PA 0.49 Sweet-spot rateChase rateIn-zone contact Pull rate -1.9zOppo rate +1.5zIsolated power -1.4z Player Projection Swing lab
11 Carroll, Corbin AZ · L · 687 PA 0.47 Barrel rateHard-hit rateSwing length Sweet-spot rate -2.4zGround-ball rate +1.6zxwOBA on contact -1.3z Player Projection Swing lab
12 Vargas, Miguel CWS · R · 758 PA 0.46 Ground-ball rateSweet-spot rateBarrel rate Chase rate -2.4zStrikeout rate -1.4zWalk rate +1.4z 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.