The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (288+ 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. Nimmo, Brandon in signal, the comp in amber.

TEX · bats L · 579 PA

Ranked comps for Nimmo, Brandon

#PlayerSimilarityAgrees onDiffers onOpen
01 Tawa, Tim AZ · R · 288 PA 0.75 Swing lengthWalk rateFly-ball rate Avg exit velocity -1.3zWhiff rate +1.0zxwOBA on contact -0.8z
02 O'Hearn, Ryan PIT · L · 419 PA 0.72 Strikeout rateSweet-spot rateWalk rate Avg exit velocity -1.1zSprint speed -1.0zHard-hit rate -0.9z
03 Steer, Spencer CIN · R · 405 PA 0.67 Strikeout rateIn-zone contactSprint speed Pull rate +1.6zHard-hit rate -1.1zAvg exit velocity -1.0z
04 Keith, Colt DET · L · 410 PA 0.66 Walk rateBat speedSprint speed Max exit velocity +1.3zSweet-spot rate +1.2zAvg exit velocity -1.1z
05 Chourio, Jackson MIL · R · 478 PA 0.64 Walk ratexwOBA on contactAvg exit velocity Oppo rate +1.1zMax exit velocity +1.0zSweet-spot rate -1.0z
06 Aranda, Jonathan TB · L · 602 PA 0.64 Whiff rateChase rateStrikeout rate Sprint speed -1.9zOppo rate +1.4zFly-ball rate +0.9z
07 Wetherholt, JJ STL · L · 600 PA 0.64 Sweet-spot rateIn-zone contactWhiff rate Swing length +1.3zChase rate -1.2zxwOBA on contact -1.1z
08 Merrill, Jackson SD · L · 587 PA 0.64 Barrel ratexwOBA on contactMax exit velocity Chase rate +1.6zSwing length +1.2zWhiff rate +1.0z
09 Realmuto, J.T. PHI · R · 403 PA 0.63 Sprint speedWalk rateStrikeout rate Barrel rate -1.7zHard-hit rate -1.2zSwing length +1.1z
10 Baldwin, Drake ATL · L · 530 PA 0.63 Hard-hit rateStrikeout rateSweet-spot rate Sprint speed -1.7zBat speed +1.0zOppo rate +1.0z
11 Henderson, Gunnar BAL · L · 631 PA 0.63 Strikeout rateSprint speedIn-zone contact Pull rate +1.5zxwOBA on contact -1.1zBarrel rate -1.0z
12 Jung, Josh TEX · R · 409 PA 0.63 Walk rateIsolated powerPull rate Sprint speed -1.8zSweet-spot rate +1.1zBarrel rate -1.1z

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.