The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 264 qualified hitters (202+ 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. O'Hoppe, Logan in signal, the comp in amber.

LAA · bats R · 249 PA

Ranked comps for O'Hoppe, Logan

#PlayerSimilarityAgrees onDiffers onOpen
01 Castro, Willi COL · L · 341 PA 0.70 Whiff rateMax exit velocityWalk rate In-zone contact -1.2zBarrel rate -1.0zOppo rate -1.0z Player Projection Swing lab
02 Riley, Austin ATL · R · 404 PA 0.65 Barrel rateOppo rateGround-ball rate Bat speed +1.6zAvg exit velocity +1.2zIn-zone contact -1.1z Player Projection Swing lab
03 Baty, Brett NYM · L · 345 PA 0.59 Isolated powerSwing lengthWhiff rate Sweet-spot rate +1.5zBat speed +1.2zChase rate -1.1z Player Projection Swing lab
04 Stott, Bryson PHI · L · 372 PA 0.59 Fly-ball rateHard-hit rateWalk rate Whiff rate -1.6zOppo rate -1.2zStrikeout rate -1.2z Player Projection Swing lab
05 Realmuto, J.T. PHI · R · 271 PA 0.57 Walk rateSwing lengthPull rate Max exit velocity -1.7zBarrel rate -1.3zAvg exit velocity +0.9z Player Projection Swing lab
06 Merrill, Jackson SD · L · 410 PA 0.56 Strikeout ratePull rateWalk rate Max exit velocity -1.6zSweet-spot rate +1.5zSprint speed +1.4z Player Projection Swing lab
07 Jensen, Carter KC · L · 364 PA 0.56 Oppo rateWhiff rateMax exit velocity Isolated power +1.5zChase rate -1.5zAvg exit velocity +1.4z Player Projection Swing lab
08 Varsho, Daulton TOR · L · 328 PA 0.56 xwOBA on contactSprint speedChase rate Sweet-spot rate +1.4zOppo rate -1.4zMax exit velocity -1.4z Player Projection Swing lab
09 Bazzana, Travis CLE · L · 294 PA 0.55 Hard-hit ratexwOBA on contactFly-ball rate Chase rate -1.5zIsolated power +1.4zBarrel rate -1.3z Player Projection Swing lab
10 Taveras, Leody BAL · L · 304 PA 0.55 Oppo rateSwing lengthBat speed Sprint speed +1.4zMax exit velocity -1.3zGround-ball rate +1.2z Player Projection Swing lab
11 Chapman, Matt SF · R · 364 PA 0.54 Swing lengthHard-hit ratePull rate Bat speed +1.7zChase rate -1.4zFly-ball rate -1.4z Player Projection Swing lab
12 Duran, Jarren BOS · L · 399 PA 0.53 Chase rateWalk rateBarrel rate Sprint speed +1.5zBat speed +1.3zGround-ball rate +1.2z 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.