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. Lowe, Brandon in signal, the comp in amber.

PIT · bats L · 579 PA

Ranked comps for Lowe, Brandon

#PlayerSimilarityAgrees onDiffers onOpen
01 Stowers, Kyle MIA · L · 425 PA 0.83 Pull rateWhiff rateOppo rate Hard-hit rate +1.2zBat speed +0.8zSwing length -0.7z
02 Neto, Zach LAA · R · 607 PA 0.77 Swing lengthWalk rateStrikeout rate Oppo rate +0.9zBat speed -0.7zPull rate -0.7z
03 Okamoto, Kazuma TOR · R · 557 PA 0.73 Bat speedWalk ratexwOBA on contact Swing length +2.1zChase rate -0.9zSweet-spot rate -0.6z
04 Manzardo, Kyle CLE · L · 378 PA 0.71 In-zone contactSweet-spot rateWalk rate Sprint speed -1.2zBat speed -1.0zIsolated power -1.0z
05 Muncy, Max LAD · L · 491 PA 0.70 Hard-hit ratexwOBA on contactSprint speed Chase rate -1.4zWhiff rate -1.2zWalk rate +1.0z
06 Benintendi, Andrew CWS · L · 424 PA 0.69 Chase rateSwing lengthHard-hit rate Whiff rate -1.1zStrikeout rate -1.0zAvg exit velocity -1.0z
07 Mayo, Coby BAL · R · 376 PA 0.63 Oppo rateFly-ball rateBarrel rate Max exit velocity +2.0zBat speed +1.0zSwing length +0.7z
08 Happ, Ian CHC · L · 578 PA 0.63 Strikeout rateFly-ball rateOppo rate Chase rate -1.6zSweet-spot rate -1.4zWalk rate +1.2z
09 Montgomery, Colson CWS · L · 564 PA 0.63 Fly-ball ratexwOBA on contactIn-zone contact Swing length +2.0zMax exit velocity +1.2zBat speed +1.1z
10 Clemens, Kody MIN · L · 502 PA 0.63 Fly-ball rateHard-hit rateIsolated power Whiff rate -1.7zStrikeout rate -1.2zWalk rate -1.1z
11 Hernández, Heriberto MIA · R · 400 PA 0.61 Avg exit velocityMax exit velocityHard-hit rate Swing length +1.6zChase rate -1.5zSprint speed +1.2z
12 Pederson, Joc TEX · L · 423 PA 0.60 Barrel rateIn-zone contactMax exit velocity Sprint speed -1.5zPull rate -1.3zSweet-spot rate -1.0z

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.