The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (288+ 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. Smith, Cam in signal, the comp in amber.

HOU · bats R · 497 PA

Ranked comps for Smith, Cam

#PlayerSimilarityAgrees onDiffers onOpen
01 Rodríguez, Julio SEA · R · 566 PA 0.80 Max exit velocityWalk rateSwing length Chase rate +1.5zGround-ball rate -0.9zIn-zone contact +0.7z
02 Adell, Jo LAA · R · 574 PA 0.77 Hard-hit ratePull rateOppo rate Chase rate +1.1zGround-ball rate -1.1zWalk rate -0.9z
03 Duran, Jarren BOS · L · 562 PA 0.76 Max exit velocityGround-ball rateAvg exit velocity Oppo rate -1.2zPull rate +1.1zBat speed -0.9z
04 House, Brady WSH · R · 303 PA 0.75 Walk rateFly-ball rateOppo rate Bat speed -1.2zSprint speed -1.0zxwOBA on contact +0.8z
05 Crews, Dylan WSH · R · 362 PA 0.70 Pull rateSprint speedIn-zone contact Oppo rate -1.4zBat speed -1.2zGround-ball rate -0.9z
06 Chourio, Jackson MIL · R · 478 PA 0.68 Ground-ball rateStrikeout rateSweet-spot rate In-zone contact +1.2zAvg exit velocity +1.1zBat speed -1.1z
07 Burger, Jake TEX · R · 539 PA 0.67 In-zone contactxwOBA on contactBarrel rate Sprint speed -1.5zPull rate +1.2zOppo rate -1.1z
08 Acuña Jr., Ronald ATL · R · 382 PA 0.66 Oppo rateFly-ball rateWhiff rate Walk rate +1.9zSprint speed -1.8zBat speed -0.7z
09 Hernández, Teoscar LAD · R · 411 PA 0.65 Chase rateHard-hit rateOppo rate Bat speed -1.7zMax exit velocity -1.3zFly-ball rate +1.1z
10 Riley, Austin ATL · R · 561 PA 0.65 Hard-hit ratexwOBA on contactBarrel rate Ground-ball rate -1.6zFly-ball rate +1.1zStrikeout rate +1.1z
11 Tatis Jr., Fernando SD · R · 610 PA 0.62 Pull rateOppo rateSweet-spot rate In-zone contact +1.3zFly-ball rate -1.1zHard-hit rate +1.1z
12 Walker, Jordan STL · R · 587 PA 0.62 Strikeout rateSprint speedWalk rate Swing length +1.7zAvg exit velocity +1.2zChase rate +1.0z

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.