The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 264 qualified hitters (202+ 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. Jung, Josh in signal, the comp in amber.

TEX · bats R · 389 PA

Ranked comps for Jung, Josh

#PlayerSimilarityAgrees onDiffers onOpen
01 Rutschman, Adley BAL · L · 290 PA 0.77 Bat speedSwing lengthMax exit velocity Fly-ball rate +1.5zHard-hit rate -0.8zGround-ball rate -0.7z
02 Karros, Kyle COL · R · 343 PA 0.77 Sweet-spot ratePull rateGround-ball rate Walk rate +1.2zWhiff rate +1.0zSprint speed +0.9z
03 Cortes, Carlos ATH · L · 241 PA 0.76 Swing lengthSprint speedMax exit velocity In-zone contact -1.3zHard-hit rate -1.0zSweet-spot rate -0.9z
04 Grissom, Vaughn LAA · R · 211 PA 0.75 Barrel rateWhiff rateWalk rate Fly-ball rate +1.3zSweet-spot rate -1.0zHard-hit rate -0.9z
05 Caratini, Victor MIN · L · 280 PA 0.74 Bat speedOppo ratePull rate Hard-hit rate -1.2zSprint speed -1.1zMax exit velocity -1.0z
06 O'Hearn, Ryan PIT · L · 359 PA 0.73 Bat speedxwOBA on contactPull rate Fly-ball rate +1.7zMax exit velocity -0.7zSprint speed +0.7z
07 Johnston, Troy COL · L · 331 PA 0.71 Strikeout rateSprint speedBat speed Hard-hit rate -1.1zBarrel rate -1.1zChase rate +0.9z
08 Freeman, Freddie LAD · L · 429 PA 0.70 Bat speedAvg exit velocityMax exit velocity Fly-ball rate +1.4zIn-zone contact -1.1zWalk rate +1.1z
09 Moreno, Gabriel AZ · R · 288 PA 0.65 In-zone contactPull rateMax exit velocity Oppo rate +2.4zWalk rate +1.3zSweet-spot rate -0.8z
10 Contreras, William MIL · R · 397 PA 0.65 Ground-ball rateOppo rateChase rate Sweet-spot rate -2.2zMax exit velocity +0.9zBat speed +0.7z
11 Garcia, Maikel KC · R · 304 PA 0.62 Fly-ball rateWalk rateMax exit velocity Sweet-spot rate -1.8zSprint speed +1.4zChase rate -1.0z
12 Kelly, Carson CHC · R · 267 PA 0.60 Sprint speedStrikeout rateBat speed Sweet-spot rate -2.1zHard-hit rate -1.3zWalk 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.