The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 254 qualified hitters (340+ 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 · 672 PA

Ranked comps for Lowe, Brandon

#PlayerSimilarityAgrees onDiffers onOpen
01 Stowers, Kyle MIA · L · 517 PA 0.78 Oppo ratePull rateChase rate Hard-hit rate +1.3zSweet-spot rate -0.9zBat speed +0.8z
02 Muncy, Max LAD · L · 579 PA 0.75 Hard-hit ratexwOBA on contactSweet-spot rate Chase rate -1.4zWhiff rate -1.2zWalk rate +0.8z
03 Neto, Zach LAA · R · 721 PA 0.74 Swing lengthWalk rateWhiff rate Sweet-spot rate +1.0zGround-ball rate -0.9zOppo rate +0.8z
04 Okamoto, Kazuma TOR · R · 650 PA 0.74 Bat speedWalk rateStrikeout rate Swing length +2.1zChase rate -1.0zMax exit velocity +0.5z
05 Manzardo, Kyle CLE · L · 378 PA 0.69 In-zone contactSweet-spot rateFly-ball rate Sprint speed -1.2zIsolated power -1.2zBat speed -1.0z
06 Benintendi, Andrew CWS · L · 487 PA 0.67 Hard-hit rateChase rateSwing length xwOBA on contact -1.1zWhiff rate -1.1zIsolated power -1.0z
07 Hernández, Heriberto MIA · R · 514 PA 0.66 Barrel rateMax exit velocityxwOBA on contact Chase rate -1.6zSwing length +1.5zSprint speed +1.0z
08 Abrams, CJ WSH · L · 675 PA 0.65 Bat speedMax exit velocityIsolated power Swing length +1.4zSprint speed +1.1zOppo rate +1.0z
09 Seager, Corey TEX · L · 454 PA 0.64 In-zone contactxwOBA on contactMax exit velocity Sprint speed -1.5zGround-ball rate +1.3zBarrel rate +0.9z
10 Mayo, Coby BAL · R · 468 PA 0.63 Ground-ball rateAvg exit velocityIsolated power Max exit velocity +2.0zBat speed +1.1zWhiff rate -0.9z
11 Pederson, Joc TEX · L · 449 PA 0.62 In-zone contactMax exit velocityBat speed Sprint speed -1.5zPull rate -1.2zSweet-spot rate -1.1z
12 Suárez, Eugenio CIN · R · 510 PA 0.61 In-zone contactMax exit velocityFly-ball rate Swing length +1.7zHard-hit rate -1.2zSweet-spot rate +1.1z

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.