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. Naylor, Josh in signal, the comp in amber.

SEA · bats L · 656 PA

Ranked comps for Naylor, Josh

#PlayerSimilarityAgrees onDiffers onOpen
01 McNeil, Jeff ATH · L · 526 PA 0.68 Strikeout rateFly-ball ratePull rate Sprint speed +1.5zMax exit velocity -1.1zBarrel rate -0.9z
02 Vargas, Ildemaro AZ · L · 504 PA 0.67 Chase rateAvg exit velocityHard-hit rate Sprint speed +2.1zSweet-spot rate -1.2zIsolated power +0.9z
03 Heim, Jonah ATH · L · 399 PA 0.64 Avg exit velocitySwing lengthWalk rate Isolated power +1.5zFly-ball rate +1.1zIn-zone contact -1.0z
04 Rocchio, Brayan CLE · L · 602 PA 0.58 Bat speedWalk rateOppo rate Sprint speed +2.3zFly-ball rate +0.9zIsolated power +0.9z
05 Grissom, Vaughn LAA · R · 465 PA 0.57 Walk rateHard-hit rateGround-ball rate Sprint speed +2.0zIsolated power +1.3zChase rate -1.2z
06 Cortes, Carlos ATH · L · 386 PA 0.51 Hard-hit rateGround-ball ratexwOBA on contact Chase rate -1.6zIn-zone contact -1.4zSprint speed +1.4z
07 Lee, Jung Hoo SF · L · 592 PA 0.51 xwOBA on contactAvg exit velocityGround-ball rate Sprint speed +2.4zMax exit velocity -1.4zChase rate -1.3z
08 Lee, Brooks MIN · L · 647 PA 0.50 In-zone contactBat speedOppo rate Isolated power +1.9zFly-ball rate +1.8zSprint speed +1.5z
09 Caratini, Victor MIN · L · 396 PA 0.49 xwOBA on contactGround-ball rateSprint speed Chase rate -2.0zMax exit velocity -1.6zStrikeout rate +1.5z
10 Rengifo, Luis MIL · L · 374 PA 0.49 Barrel rateAvg exit velocityIsolated power Sprint speed +2.1zSweet-spot rate -1.8zGround-ball rate +1.4z
11 Varsho, Daulton TOR · L · 546 PA 0.48 xwOBA on contactHard-hit rateOppo rate Sprint speed +2.3zFly-ball rate +1.6zStrikeout rate +1.3z
12 Bailey, Patrick CLE · L · 351 PA 0.47 Sweet-spot ratePull rateGround-ball rate Strikeout rate +2.2zWhiff rate +1.4zIn-zone contact -1.3z

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.