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

PIT · bats L · 668 PA

Ranked comps for Lowe, Brandon

#PlayerSimilarityAgrees onDiffers onOpen
01 Stowers, Kyle MIA · L · 517 PA 0.78 Pull rateOppo rateChase rate Hard-hit rate +1.4zSweet-spot rate -0.9zBat speed +0.8z
02 Muncy, Max LAD · L · 574 PA 0.76 Hard-hit rateSweet-spot rateOppo rate Chase rate -1.4zWhiff rate -1.2zIn-zone contact +0.7z
03 Neto, Zach LAA · R · 711 PA 0.76 Swing lengthWalk rateWhiff rate Sweet-spot rate +0.9zGround-ball rate -0.9zOppo rate +0.8z
04 Okamoto, Kazuma TOR · R · 643 PA 0.75 Bat speedFly-ball rateGround-ball rate Swing length +2.0zChase rate -1.0zMax exit velocity +0.6z
05 Manzardo, Kyle CLE · L · 378 PA 0.70 In-zone contactWalk rateSweet-spot rate Sprint speed -1.2zIsolated power -1.1zBat speed -1.0z
06 Benintendi, Andrew CWS · L · 484 PA 0.66 Hard-hit rateChase rateSwing length xwOBA on contact -1.2zWhiff rate -1.1zIsolated power -1.1z
07 Abrams, CJ WSH · L · 667 PA 0.65 Bat speedMax exit velocityGround-ball rate Swing length +1.4zSprint speed +1.1zWhiff rate -1.0z
08 Seager, Corey TEX · L · 445 PA 0.65 In-zone contactxwOBA on contactMax exit velocity Sprint speed -1.5zGround-ball rate +1.3zSwing length -0.9z
09 Hernández, Heriberto MIA · R · 506 PA 0.63 xwOBA on contactBarrel rateMax exit velocity Chase rate -1.7zSwing length +1.5zSweet-spot rate -1.1z
10 Mayo, Coby BAL · R · 468 PA 0.62 Ground-ball rateAvg exit velocityHard-hit rate 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 · 506 PA 0.62 In-zone contactMax exit velocityIsolated power Swing length +1.7zHard-hit rate -1.2zSweet-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.