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. Hernández, Heriberto in signal, the comp in amber.

MIA · bats R · 514 PA

Ranked comps for Hernández, Heriberto

#PlayerSimilarityAgrees onDiffers onOpen
01 Okamoto, Kazuma TOR · R · 650 PA 0.75 Isolated powerBarrel rateWhiff rate Sprint speed -1.4zOppo rate +0.9zSweet-spot rate +0.7z
02 Carroll, Corbin AZ · L · 687 PA 0.70 Hard-hit rateGround-ball rateWalk rate Oppo rate +1.3zSprint speed +1.1zChase rate +1.0z
03 Lowe, Brandon PIT · L · 672 PA 0.66 Barrel rateMax exit velocityxwOBA on contact Chase rate +1.6zSwing length -1.5zSprint speed -1.0z
04 Muncy, Max LAD · L · 603 PA 0.64 xwOBA on contactStrikeout rateWalk rate Swing length -1.9zSweet-spot rate +0.9zIn-zone contact +0.9z
05 Happ, Ian CHC · L · 665 PA 0.64 Chase rateMax exit velocityGround-ball rate Swing length -2.1zxwOBA on contact -0.9zAvg exit velocity -0.9z
06 Swanson, Dansby CHC · R · 512 PA 0.62 Sprint speedSwing lengthWhiff rate xwOBA on contact -1.7zBarrel rate -1.4zSweet-spot rate -0.9z
07 Chisholm Jr., Jazz NYY · L · 565 PA 0.61 Sprint speedIn-zone contactWalk rate Barrel rate -1.4zxwOBA on contact -1.2zPull rate +1.2z
08 Burger, Jake TEX · R · 638 PA 0.59 Barrel rateStrikeout rateWhiff rate Chase rate +2.0zOppo rate +1.5zMax exit velocity +0.8z
09 Gelof, Zack ATH · R · 447 PA 0.58 Isolated powerBat speedFly-ball rate Oppo rate +1.7zWalk rate -1.2zSwing length -1.2z
10 Soler, Jorge LAA · R · 381 PA 0.56 Ground-ball rateIn-zone contactPull rate Sprint speed -1.7zStrikeout rate +1.1zAvg exit velocity -1.1z
11 Abrams, CJ WSH · L · 675 PA 0.55 Sprint speedSwing lengthMax exit velocity Chase rate +2.1zOppo rate +1.7zIn-zone contact +1.1z
12 Stowers, Kyle MIA · L · 517 PA 0.55 In-zone contactSweet-spot rateIsolated power Swing length -2.2zChase rate +1.6zSprint speed -1.5z

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.