The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 258 qualified hitters (286+ 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 · 409 PA

Ranked comps for Jung, Josh

#PlayerSimilarityAgrees onDiffers onOpen
01 Rutschman, Adley BAL · L · 358 PA 0.79 Bat speedMax exit velocityIsolated power Fly-ball rate +1.3zHard-hit rate -0.9zWalk rate +0.8z
02 Freeman, Freddie LAD · L · 593 PA 0.78 Isolated powerChase rateGround-ball rate In-zone contact -1.3zWalk rate +0.9zHard-hit rate -0.8z
03 Karros, Kyle COL · R · 424 PA 0.74 Isolated powerGround-ball rateBarrel rate Walk rate +1.2zSprint speed +0.9zHard-hit rate -0.9z
04 O'Hearn, Ryan PIT · L · 419 PA 0.71 Bat speedWalk ratexwOBA on contact Fly-ball rate +1.4zSweet-spot rate -1.1zSprint speed +0.8z
05 Caratini, Victor MIN · L · 362 PA 0.71 Barrel ratePull rateOppo rate Hard-hit rate -1.2zMax exit velocity -1.1zSprint speed -1.0z
06 Moreno, Gabriel AZ · R · 462 PA 0.69 Ground-ball rateSwing lengthxwOBA on contact Oppo rate +1.9zWalk rate +1.2zHard-hit rate -0.7z
07 Cortes, Carlos ATH · L · 334 PA 0.66 Swing lengthBarrel rateStrikeout rate In-zone contact -1.6zHard-hit rate -1.5zxwOBA on contact -1.1z
08 Johnston, Troy COL · L · 415 PA 0.65 Strikeout rateWalk rateBat speed Hard-hit rate -1.2zBarrel rate -1.1zChase rate +1.1z
09 Aranda, Jonathan TB · L · 598 PA 0.64 Sprint speedChase rateAvg exit velocity Fly-ball rate +2.0zIn-zone contact -1.2zStrikeout rate +0.9z
10 Nimmo, Brandon TEX · L · 575 PA 0.64 Walk ratePull rateIsolated power Sprint speed +1.8zSweet-spot rate -1.2zBarrel rate +1.0z
11 Bohm, Alec PHI · R · 558 PA 0.63 Avg exit velocityIn-zone contactFly-ball rate Sweet-spot rate -1.8zPull rate -1.3zOppo rate +0.9z
12 Garcia, Maikel KC · R · 319 PA 0.62 Walk rateMax exit velocitySwing length Sweet-spot rate -1.8zSprint speed +1.4zChase rate -0.9z

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.