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. Nimmo, Brandon in signal, the comp in amber.

TEX · bats L · 403 PA

Ranked comps for Nimmo, Brandon

#PlayerSimilarityAgrees onDiffers onOpen
01 Baldwin, Drake ATL · L · 339 PA 0.68 Sweet-spot ratexwOBA on contactStrikeout rate Sprint speed -1.4zChase rate +0.9zFly-ball rate -0.8z
02 O'Hearn, Ryan PIT · L · 359 PA 0.66 Strikeout rateGround-ball rateWalk rate Barrel rate -1.2zxwOBA on contact -1.0zAvg exit velocity -1.0z
03 Steer, Spencer CIN · R · 378 PA 0.65 Strikeout rateSweet-spot rateWalk rate Pull rate +1.7zHard-hit rate -1.2zAvg exit velocity -1.0z
04 Keith, Colt DET · L · 293 PA 0.62 Oppo rateBat speedGround-ball rate xwOBA on contact -1.3zMax exit velocity +1.2zAvg exit velocity -1.1z
05 Ramos, Heliot SF · R · 247 PA 0.61 Bat speedPull rateHard-hit rate Ground-ball rate +1.6zChase rate +1.4zOppo rate +1.2z
06 Wetherholt, JJ STL · L · 421 PA 0.60 Whiff rateOppo rateSweet-spot rate xwOBA on contact -1.5zSwing length +1.4zBarrel rate -1.3z
07 Freeman, Freddie LAD · L · 429 PA 0.60 Sweet-spot rateFly-ball rateMax exit velocity Sprint speed -2.1zWalk rate +1.1zOppo rate +1.0z
08 Jung, Josh TEX · R · 389 PA 0.59 Isolated powerWalk rateWhiff rate Barrel rate -1.7zSprint speed -1.7zFly-ball rate -1.3z
09 Chourio, Jackson MIL · R · 296 PA 0.59 Barrel rateAvg exit velocityFly-ball rate Sweet-spot rate -1.7zOppo rate +1.1zIsolated power +1.1z
10 Greene, Riley DET · L · 423 PA 0.58 xwOBA on contactHard-hit rateSweet-spot rate Whiff rate +1.4zWalk rate +1.3zBat speed +1.2z
11 Rutschman, Adley BAL · L · 290 PA 0.58 Pull rateSwing lengthMax exit velocity xwOBA on contact -1.5zBarrel rate -1.4zSprint speed -1.3z
12 Aranda, Jonathan TB · L · 425 PA 0.58 Chase rateStrikeout rateWhiff rate Sprint speed -1.8zOppo rate +1.6zWalk rate +1.2z

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.