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. Rocchio, Brayan in signal, the comp in amber.

CLE · bats L · 638 PA

Ranked comps for Rocchio, Brayan

#PlayerSimilarityAgrees onDiffers onOpen
01 Grissom, Vaughn LAA · R · 474 PA 0.79 Walk rateSwing lengthWhiff rate Barrel rate +1.1zPull rate -1.0zxwOBA on contact +0.7z
02 Loftin, Nick KC · R · 446 PA 0.79 Oppo ratexwOBA on contactGround-ball rate Chase rate -1.1zWalk rate +1.0zIn-zone contact +0.8z
03 Lee, Brooks MIN · L · 655 PA 0.77 Pull ratexwOBA on contactBat speed Sweet-spot rate -0.9zIsolated power +0.9zSprint speed -0.8z
04 Albies, Ozzie ATL · L · 732 PA 0.76 Whiff rateHard-hit rateStrikeout rate Fly-ball rate +1.3zSweet-spot rate -0.9zChase rate +0.8z
05 Young, Cole SEA · L · 663 PA 0.76 Fly-ball rateWalk rateIn-zone contact Hard-hit rate +1.0zSweet-spot rate -0.9zSwing length -0.8z
06 Young, Jacob WSH · R · 488 PA 0.75 Ground-ball rateIn-zone contactIsolated power Sprint speed +1.3zPull rate -1.3zChase rate -0.9z
07 McNeil, Jeff ATH · L · 533 PA 0.75 Avg exit velocitySwing lengthxwOBA on contact In-zone contact +1.1zWhiff rate -1.1zFly-ball rate -0.9z
08 Heim, Jonah ATH · L · 402 PA 0.74 Fly-ball rateWhiff rateWalk rate Sprint speed -1.7zBarrel rate +0.9zSwing length +0.7z
09 Edman, Tommy LAD · L · 347 PA 0.74 Walk rateIsolated powerAvg exit velocity Sweet-spot rate -1.6zStrikeout rate +0.9zSwing length -0.8z
10 Stott, Bryson PHI · L · 640 PA 0.71 Bat speedFly-ball rateSwing length Walk rate +1.1zAvg exit velocity +1.0zxwOBA on contact +0.9z
11 Varsho, Daulton TOR · L · 546 PA 0.71 Sprint speedAvg exit velocityIsolated power Barrel rate +1.4zSwing length +1.1zBat speed +1.0z
12 Palacios, Richie TB · L · 427 PA 0.70 Isolated powerChase ratePull rate Walk rate +1.6zFly-ball rate -1.3zSweet-spot 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.