The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 264 qualified hitters (202+ 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. Raley, Luke in signal, the comp in amber.

SEA · bats L · 281 PA

Ranked comps for Raley, Luke

#PlayerSimilarityAgrees onDiffers onOpen
01 Goodman, Hunter COL · R · 400 PA 0.56 Barrel rateStrikeout rateSwing length Sweet-spot rate -1.5zIn-zone contact +1.3zWalk rate +1.0z
02 Rooker, Brent ATH · R · 215 PA 0.56 Barrel rateStrikeout rateBat speed Fly-ball rate +2.0zPull rate -1.2zWalk rate +1.1z
03 Caissie, Owen MIA · L · 255 PA 0.56 xwOBA on contactGround-ball rateBat speed Sweet-spot rate +1.8zPull rate -1.4zStrikeout rate +1.1z
04 Montgomery, Colson CWS · L · 405 PA 0.49 Isolated powerStrikeout rateHard-hit rate Sprint speed -1.5zOppo rate -1.5zFly-ball rate +1.3z
05 Lowe, Brandon PIT · L · 418 PA 0.46 Chase rateHard-hit rateIsolated power Oppo rate -1.7zIn-zone contact +1.4zSprint speed -1.3z
06 Contreras, Willson BOS · R · 381 PA 0.46 Chase ratexwOBA on contactHard-hit rate In-zone contact +2.0zWhiff rate -1.5zSweet-spot rate -1.4z
07 Stowers, Kyle MIA · L · 310 PA 0.43 Chase rateBat speedFly-ball rate Sweet-spot rate -1.8zSprint speed -1.6zSwing length -1.3z
08 Okamoto, Kazuma TOR · R · 395 PA 0.43 Strikeout rateHard-hit rateIsolated power Sweet-spot rate -1.8zSprint speed -1.8zWalk rate +1.5z
09 Soler, Jorge LAA · R · 330 PA 0.43 Bat speedStrikeout rateAvg exit velocity Sprint speed -2.2zxwOBA on contact -1.7zSwing length +1.6z
10 Langeliers, Shea ATH · R · 399 PA 0.43 Barrel rateHard-hit rateSprint speed In-zone contact +2.1zWhiff rate -2.0zStrikeout rate -1.6z
11 Rushing, Dalton LAD · L · 224 PA 0.41 Hard-hit rateAvg exit velocityIsolated power Walk rate +1.9zMax exit velocity -1.6zWhiff rate -1.5z
12 Burger, Jake TEX · R · 390 PA 0.41 Bat speedMax exit velocityPull rate Sweet-spot rate -2.4zxwOBA on contact -1.8zIn-zone contact +1.6z

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.