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. Thomas, Lane in signal, the comp in amber.

KC · bats R · 288 PA

Ranked comps for Thomas, Lane

#PlayerSimilarityAgrees onDiffers onOpen
01 Yastrzemski, Mike ATL · L · 273 PA 0.71 Barrel rateSweet-spot rateIsolated power Sprint speed -1.4zSwing length +1.3zFly-ball rate +1.0z
02 Collins, Isaac KC · L · 327 PA 0.68 Strikeout rateWhiff rateBat speed Oppo rate +1.3zSweet-spot rate -1.3zSprint speed -1.2z
03 Tucker, Kyle LAD · L · 400 PA 0.66 Avg exit velocityGround-ball ratexwOBA on contact Sprint speed -2.2zSwing length +1.1zOppo rate +0.9z
04 Larnach, Trevor MIN · L · 307 PA 0.64 xwOBA on contactGround-ball rateFly-ball rate Sprint speed -1.7zChase rate +1.3zSweet-spot rate +1.1z
05 Wetherholt, JJ STL · L · 421 PA 0.64 Bat speedxwOBA on contactIn-zone contact Swing length +1.7zWalk rate -1.1zStrikeout rate -1.1z
06 Young, Cole SEA · L · 408 PA 0.62 Oppo rateIn-zone contactAvg exit velocity Walk rate -2.2zChase rate +1.4zMax exit velocity +1.0z
07 Suzuki, Seiya CHC · R · 343 PA 0.61 Avg exit velocityIn-zone contactHard-hit rate Max exit velocity +1.6zOppo rate +1.3zSprint speed -1.0z
08 Steer, Spencer CIN · R · 378 PA 0.61 Strikeout rateIn-zone contactMax exit velocity Barrel rate +1.3zOppo rate +1.3zWalk rate -1.3z
09 McGonigle, Kevin DET · L · 435 PA 0.60 xwOBA on contactSweet-spot rateSwing length Fly-ball rate +1.7zStrikeout rate -1.4zOppo rate +1.4z
10 Bregman, Alex CHC · R · 442 PA 0.60 Fly-ball rateChase rateMax exit velocity Sprint speed -2.4zStrikeout rate -1.1zSweet-spot rate -1.1z
11 Carter, Evan TEX · L · 278 PA 0.59 Max exit velocityWalk rateSprint speed Avg exit velocity -1.5zSweet-spot rate -1.5zOppo rate +1.2z
12 Springer, George TOR · R · 312 PA 0.59 Bat speedAvg exit velocityHard-hit rate Sprint speed -1.7zSwing length +1.4zSweet-spot 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.