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. Jung, Josh in signal, the comp in amber.

TEX · bats R · 457 PA

Ranked comps for Jung, Josh

#PlayerSimilarityAgrees onDiffers onOpen
01 Freeman, Freddie LAD · L · 707 PA 0.76 Strikeout rateChase ratePull rate In-zone contact -1.4zHard-hit rate -0.9zWalk rate +0.8z
02 Karros, Kyle COL · R · 496 PA 0.73 Barrel rateSwing lengthFly-ball rate Walk rate +1.2zHard-hit rate -1.0zWhiff rate +1.0z
03 Lowe, Nathaniel CIN · L · 475 PA 0.71 Sprint speedBarrel ratePull rate Bat speed +1.2zSwing length +1.2zMax exit velocity +0.9z
04 France, Ty SD · R · 548 PA 0.69 Ground-ball ratePull rateAvg exit velocity Swing length +1.3zWhiff rate +1.3zIn-zone contact -1.1z
05 Rutschman, Adley BAL · L · 433 PA 0.68 In-zone contactBat speedBarrel rate Fly-ball rate +1.5zHard-hit rate -1.4zAvg exit velocity -0.8z
06 O'Hearn, Ryan PIT · L · 472 PA 0.68 Bat speedGround-ball rateWalk rate Sweet-spot rate -1.7zFly-ball rate +1.0zHard-hit rate -0.9z
07 Moreno, Gabriel AZ · R · 563 PA 0.63 Ground-ball rateSwing lengthxwOBA on contact Oppo rate +1.9zSweet-spot rate -1.4zWalk rate +1.3z
08 Aranda, Jonathan TB · L · 708 PA 0.63 Sprint speedChase rateBat speed Fly-ball rate +1.8zIn-zone contact -1.4zStrikeout rate +1.1z
09 Marsh, Brandon PHI · L · 593 PA 0.63 Max exit velocityGround-ball rateSweet-spot rate Sprint speed +1.8zStrikeout rate +1.2zChase rate +1.0z
10 Nimmo, Brandon TEX · L · 675 PA 0.60 Ground-ball rateSwing lengthHard-hit rate Sprint speed +1.7zSweet-spot rate -1.7zIn-zone contact -1.3z
11 Bailey, Patrick CLE · L · 380 PA 0.60 Barrel rateMax exit velocityWalk rate Sweet-spot rate -1.6zStrikeout rate +1.4zIn-zone contact -1.3z
12 Keith, Colt DET · L · 444 PA 0.60 xwOBA on contactWalk rateBarrel rate Sprint speed +1.8zMax exit velocity +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.