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. Kurtz, Nick in signal, the comp in amber.

ATH · bats L · 430 PA

Ranked comps for Kurtz, Nick

#PlayerSimilarityAgrees onDiffers onOpen
01 Judge, Aaron NYY · R · 270 PA 0.66 Sprint speedMax exit velocityHard-hit rate Sweet-spot rate -1.2zIsolated power +1.1zBarrel rate +1.1z
02 Wood, James WSH · L · 481 PA 0.62 Hard-hit rateFly-ball rateGround-ball rate xwOBA on contact +1.3zIsolated power +1.1zOppo rate +1.1z
03 Bauers, Jake MIL · L · 365 PA 0.54 Oppo rateGround-ball rateBarrel rate In-zone contact +1.6zWalk rate -1.4zPull rate +1.4z
04 Alonso, Pete BAL · R · 442 PA 0.50 Avg exit velocityGround-ball rateIsolated power Walk rate -2.0zSwing length -1.3zIn-zone contact +1.2z
05 Ohtani, Shohei LAD · L · 417 PA 0.49 Avg exit velocityGround-ball ratexwOBA on contact Pull rate +2.0zIn-zone contact +1.4zStrikeout rate -1.3z
06 Greene, Riley DET · L · 423 PA 0.47 Sprint speedBarrel rateSweet-spot rate Walk rate -1.9zIn-zone contact +1.2zMax exit velocity -1.2z
07 De La Cruz, Elly CIN · L · 363 PA 0.47 Isolated powerPull rateBarrel rate Walk rate -2.7zSwing length -1.6zSprint speed +1.3z
08 Acuña Jr., Ronald ATL · R · 244 PA 0.46 Pull rateFly-ball rateGround-ball rate Hard-hit rate -1.8zStrikeout rate -1.5zSweet-spot rate -1.4z
09 Cruz, Oneil PIT · L · 300 PA 0.44 Barrel rateBat speedHard-hit rate Walk rate -2.4zChase rate +1.6zOppo rate -1.4z
10 Trout, Mike LAA · R · 372 PA 0.39 Sweet-spot rateIsolated powerOppo rate In-zone contact +2.5zWhiff rate -2.0zSprint speed +1.6z
11 Eldridge, Bryce SF · L · 225 PA 0.38 Sprint speedFly-ball rateGround-ball rate In-zone contact +2.0zWhiff rate -1.7zWalk rate -1.5z
12 Harper, Bryce PHI · L · 416 PA 0.36 Isolated powerFly-ball rateGround-ball rate Chase rate +1.9zStrikeout rate -1.8zHard-hit rate -1.5z

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.