The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 257 qualified hitters (334+ 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. Caballero, José in signal, the comp in amber.

NYY · bats R · 473 PA

Ranked comps for Caballero, José

#PlayerSimilarityAgrees onDiffers onOpen
01 Giménez, Andrés TOR · L · 513 PA 0.68 Bat speedIsolated powerMax exit velocity Avg exit velocity +1.2zChase rate +1.1zIn-zone contact +1.0z Player Projection Swing lab
02 Altuve, Jose HOU · R · 578 PA 0.61 Max exit velocityGround-ball rateBarrel rate Swing length +2.1zAvg exit velocity +1.4zIn-zone contact +1.3z Player Projection Swing lab
03 Peters, Tristan CWS · L · 501 PA 0.58 Max exit velocitySwing lengthxwOBA on contact Fly-ball rate +1.5zAvg exit velocity +1.1zStrikeout rate -1.0z Player Projection Swing lab
04 Meidroth, Chase CWS · R · 665 PA 0.55 Barrel ratexwOBA on contactFly-ball rate Avg exit velocity +1.8zIn-zone contact +1.3zChase rate -1.3z Player Projection Swing lab
05 Church, Nathan STL · L · 480 PA 0.53 Isolated powerxwOBA on contactWalk rate Pull rate -1.6zOppo rate +1.6zStrikeout rate -1.3z Player Projection Swing lab
06 Durbin, Caleb BOS · R · 607 PA 0.51 Isolated powerSprint speedHard-hit rate In-zone contact +1.9zStrikeout rate -1.8zWhiff rate -1.6z Player Projection Swing lab
07 Palacios, Richie TB · L · 400 PA 0.51 Sweet-spot rateFly-ball rateBarrel rate Walk rate +1.8zAvg exit velocity +1.5zIn-zone contact +1.4z Player Projection Swing lab
08 Walls, Taylor TB · L · 435 PA 0.50 Sprint speedStrikeout rateSweet-spot rate Chase rate -1.8zFly-ball rate +1.5zWalk rate +1.4z Player Projection Swing lab
09 Rocchio, Brayan CLE · L · 602 PA 0.49 Oppo rateIsolated powerWalk rate Avg exit velocity +1.9zStrikeout rate -1.7zSwing length +1.4z Player Projection Swing lab
10 Hamilton, David MIL · L · 398 PA 0.49 Swing lengthAvg exit velocityBarrel rate Oppo rate +2.4zIn-zone contact +1.5zPull rate -1.4z Player Projection Swing lab
11 Taveras, Leody BAL · L · 496 PA 0.48 Isolated powerBarrel ratexwOBA on contact Max exit velocity +1.4zIn-zone contact +1.4zPull rate -1.4z Player Projection Swing lab
12 McCarthy, Jake COL · L · 611 PA 0.47 Oppo rateFly-ball rateGround-ball rate In-zone contact +1.7zSweet-spot rate +1.5zSprint speed +1.5z Player Projection Swing lab

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.