The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (208+ 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. France, Ty in signal, the comp in amber.

SD · bats R · 253 PA

Ranked comps for France, Ty

#PlayerSimilarityAgrees onDiffers onOpen
01 Goldschmidt, Paul NYY · R · 281 PA 0.73 Barrel rateWhiff rateMax exit velocity Avg exit velocity -1.5zIn-zone contact -1.3zSweet-spot rate -0.9z
02 O'Hearn, Ryan PIT · L · 359 PA 0.66 Oppo rateSweet-spot ratexwOBA on contact Sprint speed +1.4zFly-ball rate +1.0zIsolated power -1.0z
03 Pederson, Joc TEX · L · 311 PA 0.66 Sprint speedSwing lengthxwOBA on contact Walk rate +2.1zSweet-spot rate -1.1zIn-zone contact -0.9z
04 Walker, Christian HOU · R · 418 PA 0.66 Swing lengthStrikeout rateIn-zone contact Sweet-spot rate -1.6zMax exit velocity +1.0zWalk rate +0.9z
05 Vientos, Mark NYM · R · 269 PA 0.65 Walk rateSwing lengthBarrel rate Sweet-spot rate -1.6zIsolated power -1.2zFly-ball rate +1.1z
06 Bell, Josh MIN · L · 398 PA 0.60 xwOBA on contactStrikeout rateBat speed Isolated power -1.3zSwing length +1.2zPull rate +1.2z
07 Sánchez, Jesús TOR · L · 251 PA 0.60 Strikeout rateAvg exit velocityFly-ball rate Swing length -1.6zIsolated power -1.4zSweet-spot rate -1.3z
08 Baldwin, Drake ATL · L · 344 PA 0.60 Ground-ball rateChase rateStrikeout rate Walk rate +1.7zMax exit velocity +1.1zBat speed +1.0z
09 Basallo, Samuel BAL · L · 321 PA 0.59 Sprint speedHard-hit rateAvg exit velocity Pull rate +1.8zOppo rate -1.3zWalk rate +1.1z
10 Machado, Manny SD · R · 406 PA 0.59 Whiff rateStrikeout rateSprint speed Walk rate +2.0zSweet-spot rate -1.4zSwing length +0.9z
11 Clemens, Kody MIN · L · 354 PA 0.58 Strikeout rateIsolated powerBat speed Sprint speed +2.2zFly-ball rate +1.5zPull rate +1.4z
12 Burleson, Alec STL · L · 420 PA 0.58 In-zone contactGround-ball rateSwing length Pull rate +1.9zStrikeout rate -1.1zOppo 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.