The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 256 qualified hitters (340+ 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. Díaz, Yandy in signal, the comp in amber.

TB · bats R · 738 PA

Ranked comps for Díaz, Yandy

#PlayerSimilarityAgrees onDiffers onOpen
01 Guerrero Jr., Vladimir TOR · R · 620 PA 0.67 Swing lengthBarrel rateFly-ball rate Pull rate +1.5zOppo rate -1.1zIsolated power -1.0z
02 Vaughn, Andrew MIL · R · 363 PA 0.59 Sprint speedIsolated powerSweet-spot rate Pull rate +1.3zBat speed -1.2zSwing length -1.1z
03 Bohm, Alec PHI · R · 666 PA 0.56 Strikeout rateIn-zone contactAvg exit velocity Max exit velocity -1.9zOppo rate -1.2zSwing length -1.1z
04 Bichette, Bo NYM · R · 715 PA 0.49 In-zone contactSprint speedMax exit velocity Sweet-spot rate +2.1zChase rate +1.9zBat speed -1.4z
05 Herrera, Iván STL · R · 725 PA 0.48 Swing lengthSprint speedIsolated power Pull rate +2.5zOppo rate -1.9zWhiff rate +1.2z
06 Contreras, William MIL · R · 688 PA 0.47 Sprint speedStrikeout rateAvg exit velocity Oppo rate -2.1zPull rate +1.8zGround-ball rate -1.7z
07 Garcia, Maikel KC · R · 354 PA 0.45 Strikeout rateWhiff rateFly-ball rate Pull rate +1.9zMax exit velocity -1.4zSwing length -1.2z
08 Lopez, Otto MIA · R · 703 PA 0.43 Ground-ball rateSweet-spot rateIn-zone contact Swing length -2.1zPull rate +1.9zSprint speed +1.9z
09 Moreno, Gabriel AZ · R · 563 PA 0.43 Strikeout rateChase rateOppo rate Pull rate +2.0zSweet-spot rate +1.7zGround-ball rate -1.4z
10 Ortiz, Joey MIL · R · 453 PA 0.41 Fly-ball rateGround-ball rateIn-zone contact Sprint speed +2.3zHard-hit rate -1.5zAvg exit velocity -1.4z
11 DeLauter, Chase CLE · L · 614 PA 0.40 Fly-ball rateStrikeout ratexwOBA on contact Pull rate +2.9zOppo rate -1.9zChase rate -1.3z
12 Tatis Jr., Fernando SD · R · 740 PA 0.36 Ground-ball rateFly-ball rateAvg exit velocity Sprint speed +2.3zPull rate +2.0zWhiff rate +1.9z

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.