The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (290+ 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. Hernández, Teoscar in signal, the comp in amber.

LAD · bats R · 416 PA

Ranked comps for Hernández, Teoscar

#PlayerSimilarityAgrees onDiffers onOpen
01 Riley, Austin ATL · R · 565 PA 0.78 Fly-ball rateHard-hit rateSweet-spot rate Ground-ball rate -1.2zBat speed +1.1zPull rate +0.9z
02 Crews, Dylan WSH · R · 367 PA 0.78 Whiff rateSweet-spot rateAvg exit velocity Oppo rate -1.4zSprint speed +0.8zFly-ball rate -0.6z
03 House, Brady WSH · R · 308 PA 0.77 Barrel rateOppo rateIsolated power Sweet-spot rate -1.1zFly-ball rate -1.0zGround-ball rate +1.0z
04 Lowe, Josh LAA · L · 308 PA 0.67 Strikeout rateWalk rateBat speed Ground-ball rate -1.2zHard-hit rate -1.1zChase rate +1.1z
05 Cowser, Colton BAL · L · 356 PA 0.66 Fly-ball rateBarrel rateChase rate Oppo rate -1.5zWalk rate +1.3zPull rate +1.1z
06 Stewart, Sal CIN · R · 628 PA 0.65 Chase rateMax exit velocityAvg exit velocity Sprint speed -1.2zIsolated power +1.2zStrikeout rate -1.2z
07 McMahon, Ryan NYY · L · 331 PA 0.65 Walk rateBarrel ratexwOBA on contact Sprint speed -1.8zPull rate +1.5zSwing length -1.2z
08 Smith, Cam HOU · R · 501 PA 0.65 Oppo rateHard-hit rateChase rate Bat speed +1.7zMax exit velocity +1.3zFly-ball rate -1.1z
09 Baty, Brett NYM · L · 432 PA 0.63 Avg exit velocityBarrel rateChase rate Sprint speed -1.1zIsolated power -1.1zIn-zone contact +1.0z
10 Merrill, Jackson SD · L · 591 PA 0.63 Avg exit velocityMax exit velocityIsolated power Pull rate +1.4zChase rate +1.2zSweet-spot rate +1.2z
11 Chourio, Jackson MIL · R · 483 PA 0.62 Walk ratexwOBA on contactFly-ball rate In-zone contact +1.8zWhiff rate -1.1zSwing length -1.0z
12 Acuña Jr., Ronald ATL · R · 386 PA 0.61 Isolated powerIn-zone contactSweet-spot rate Walk rate +1.6zMax exit velocity +1.5zFly-ball 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.