The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (210+ 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. Lee, Brooks in signal, the comp in amber.

MIN · bats L · 405 PA

Ranked comps for Lee, Brooks

#PlayerSimilarityAgrees onDiffers onOpen
01 Albies, Ozzie ATL · L · 438 PA 0.83 Barrel rateWalk rateWhiff rate Pull rate +0.8zFly-ball rate +0.7zChase rate +0.7z
02 Smith, Dominic ATL · L · 254 PA 0.80 In-zone contactGround-ball rateAvg exit velocity Isolated power -1.1zPull rate -0.9zxwOBA on contact +0.7z
03 Rocchio, Brayan CLE · L · 381 PA 0.80 Hard-hit rateChase rateWalk rate In-zone contact -0.9zFly-ball rate -0.8zSprint speed +0.8z
04 Yoshida, Masataka BOS · L · 229 PA 0.71 Sprint speedIn-zone contactAvg exit velocity Ground-ball rate +1.3zFly-ball rate -1.0zOppo rate -0.8z
05 Stott, Bryson PHI · L · 379 PA 0.70 Pull rateBat speedChase rate Sprint speed +1.6zxwOBA on contact +1.1zBarrel rate +0.9z
06 Rumfield, TJ COL · L · 417 PA 0.70 Max exit velocityWhiff rateIsolated power Avg exit velocity -1.3zSweet-spot rate +1.2zSwing length -1.1z
07 Loftin, Nick KC · R · 233 PA 0.70 xwOBA on contactBarrel rateFly-ball rate Chase rate -1.5zSprint speed +1.3zOppo rate -0.8z
08 Bregman, Alex CHC · R · 450 PA 0.68 Swing lengthSweet-spot rateStrikeout rate Chase rate -1.9zWalk rate +1.3zOppo rate -0.9z
09 Grissom, Vaughn LAA · R · 218 PA 0.68 Oppo rateIn-zone contactGround-ball rate Sweet-spot rate +1.2zHard-hit rate +1.2zxwOBA on contact +1.1z
10 Young, Cole SEA · L · 415 PA 0.68 Ground-ball rateSwing lengthFly-ball rate xwOBA on contact +1.4zOppo rate -1.3zSprint speed +1.2z
11 Pasquantino, Vinnie KC · L · 320 PA 0.67 In-zone contactBat speedFly-ball rate Walk rate +1.1zIsolated power -1.1zGround-ball rate -1.0z
12 Varsho, Daulton TOR · L · 335 PA 0.65 Whiff rateMax exit velocityGround-ball rate Swing length +1.5zBat speed +1.0zSweet-spot 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.