The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 258 qualified hitters (286+ 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. Pasquantino, Vinnie in signal, the comp in amber.

KC · bats L · 401 PA

Ranked comps for Pasquantino, Vinnie

#PlayerSimilarityAgrees onDiffers onOpen
01 Bregman, Alex CHC · R · 625 PA 0.80 Strikeout rateFly-ball rateIn-zone contact Chase rate -1.1zIsolated power +1.1zGround-ball rate +0.6z
02 Tucker, Kyle LAD · L · 547 PA 0.78 Pull rateIsolated powerSweet-spot rate In-zone contact -1.1zWhiff rate +0.9zChase rate -0.9z
03 Ramírez, José CLE · L · 462 PA 0.73 Swing lengthBat speedAvg exit velocity Sprint speed +1.4zPull rate +0.9zOppo rate -0.8z
04 Rutschman, Adley BAL · L · 358 PA 0.71 Whiff rateStrikeout rateHard-hit rate Sweet-spot rate +1.5zPull rate -1.3zGround-ball rate +1.0z
05 Bellinger, Cody NYY · L · 483 PA 0.69 Strikeout rateBat speedChase rate Swing length +1.5zSweet-spot rate +1.4zSprint speed +1.3z
06 Smith, Dominic ATL · L · 302 PA 0.68 Max exit velocityStrikeout rateSprint speed Walk rate -1.1zHard-hit rate -1.1zGround-ball rate +1.1z
07 O'Hearn, Ryan PIT · L · 419 PA 0.68 Barrel rateAvg exit velocityBat speed Ground-ball rate +1.1zWalk rate -1.1zStrikeout rate +1.0z
08 Stott, Bryson PHI · L · 533 PA 0.66 Swing lengthFly-ball rateIn-zone contact Sprint speed +2.0zGround-ball rate +1.5zMax exit velocity +1.1z
09 Heim, Jonah ATH · L · 331 PA 0.63 Fly-ball rateBat speedMax exit velocity Ground-ball rate +1.4zWalk rate -1.2zHard-hit rate -1.2z
10 Varsho, Daulton TOR · L · 482 PA 0.62 Fly-ball rateOppo rateIsolated power Sprint speed +1.2zAvg exit velocity -1.1zSwing length +1.0z
11 Grisham, Trent NYY · L · 491 PA 0.62 Pull rateSwing lengthBat speed Chase rate -1.9zIsolated power +1.0zMax exit velocity +1.0z
12 Larnach, Trevor MIN · L · 416 PA 0.62 Chase rateBarrel rateWalk rate Whiff rate +1.9zIn-zone contact -1.2zSweet-spot rate +1.2z

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.