The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 260 qualified hitters (204+ 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 · 426 PA

Ranked comps for Crow-Armstrong, Pete

#PlayerSimilarityAgrees onDiffers onOpen
01 Abrams, CJ WSH · L · 415 PA 0.66 Chase rateBarrel rateIsolated power Max exit velocity -1.3zWalk rate -0.9zxwOBA on contact -0.9z Player Projection Swing lab
02 Contreras, Willson BOS · R · 381 PA 0.64 Pull rateMax exit velocityOppo rate Sprint speed -1.7zFly-ball rate -1.3zSwing length +1.2z Player Projection Swing lab
03 Harper, Bryce PHI · L · 416 PA 0.63 Isolated powerxwOBA on contactSwing length Sprint speed -1.7zGround-ball rate +1.3zFly-ball rate -1.2z Player Projection Swing lab
04 Lowe, Brandon PIT · L · 418 PA 0.61 Pull rateIsolated powerSweet-spot rate Sprint speed -2.0zMax exit velocity -1.2zWhiff rate +1.0z Player Projection Swing lab
05 Muncy, Max LAD · L · 354 PA 0.58 Isolated powerIn-zone contactWhiff rate Sprint speed -1.9zChase rate -1.8zBarrel rate +1.0z Player Projection Swing lab
06 Carroll, Corbin AZ · L · 413 PA 0.57 Hard-hit rateOppo rateIsolated power Sweet-spot rate -2.0zGround-ball rate +1.2zFly-ball rate -1.1z Player Projection Swing lab
07 Hernández, Heriberto MIA · R · 237 PA 0.57 xwOBA on contactWalk rateIsolated power Chase rate -1.8zMax exit velocity -1.3zAvg exit velocity +1.2z Player Projection Swing lab
08 Goodman, Hunter COL · R · 400 PA 0.57 Hard-hit rateSwing lengthPull rate Sprint speed -1.7zBarrel rate +1.3zIsolated power +1.0z Player Projection Swing lab
09 Suzuki, Seiya CHC · R · 343 PA 0.56 Strikeout rateSweet-spot rateGround-ball rate Chase rate -2.1zSprint speed -1.3zPull rate -1.2z Player Projection Swing lab
10 Langeliers, Shea ATH · R · 399 PA 0.55 Sweet-spot rateWhiff rateIsolated power Pull rate -1.8zBarrel rate +1.4zOppo rate +1.3z Player Projection Swing lab
11 Rushing, Dalton LAD · L · 224 PA 0.55 Walk rateStrikeout rateIsolated power Max exit velocity -1.8zSprint speed -1.7zFly-ball rate -1.5z Player Projection Swing lab
12 Castro, Willi COL · L · 341 PA 0.55 Ground-ball rateSwing lengthFly-ball rate Isolated power -2.0zxwOBA on contact -1.4zWalk rate -1.0z 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.