The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 256 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, Nathaniel in signal, the comp in amber.

CIN · bats L · 475 PA

Ranked comps for Lowe, Nathaniel

#PlayerSimilarityAgrees onDiffers onOpen
01 Bell, Josh MIN · L · 650 PA 0.75 Avg exit velocityGround-ball rateHard-hit rate Sweet-spot rate -1.2zSwing length +1.0zBat speed -0.8z
02 Machado, Manny SD · R · 713 PA 0.74 Isolated powerPull rateBat speed Sweet-spot rate -1.6zIn-zone contact -0.9zSwing length +0.8z
03 Jeffers, Ryan MIN · R · 388 PA 0.73 Chase ratePull rateOppo rate Sweet-spot rate -1.2zWalk rate +0.9zFly-ball rate +0.9z
04 Jung, Josh TEX · R · 457 PA 0.71 Sprint speedBarrel ratePull rate Bat speed -1.2zSwing length -1.2zMax exit velocity -0.9z
05 Contreras, William MIL · R · 684 PA 0.69 Oppo rateMax exit velocityWhiff rate Sweet-spot rate -1.8zStrikeout rate -1.2zPull rate -0.9z
06 Baldwin, Drake ATL · L · 666 PA 0.69 Max exit velocityWalk rateStrikeout rate Barrel rate +1.3zChase rate +1.1zIn-zone contact -1.0z
07 Karros, Kyle COL · R · 496 PA 0.69 Avg exit velocityPull rateIn-zone contact Bat speed -1.6zSwing length -1.3zSprint speed +1.1z
08 Dingler, Dillon DET · R · 627 PA 0.68 Sweet-spot rateStrikeout ratePull rate Walk rate -1.4zSprint speed +1.3zChase rate +1.0z
09 Bailey, Patrick CLE · L · 380 PA 0.67 Hard-hit ratexwOBA on contactOppo rate Isolated power -1.2zMax exit velocity -1.0zSweet-spot rate -0.9z
10 Rutschman, Adley BAL · L · 433 PA 0.67 Walk rateSweet-spot rateBarrel rate Swing length -1.3zFly-ball rate +1.3zBat speed -1.2z
11 France, Ty SD · R · 548 PA 0.67 Swing lengthSweet-spot rateGround-ball rate Chase rate +1.2zMax exit velocity -1.1zWhiff rate +0.9z
12 Pages, Andy LAD · R · 621 PA 0.66 Hard-hit rateWhiff rateBarrel rate Sprint speed +2.0zMax exit velocity -1.1zPull rate -0.8z

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.