The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (210+ 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'Hearn, Ryan in signal, the comp in amber.

PIT · bats L · 367 PA

Ranked comps for O'Hearn, Ryan

#PlayerSimilarityAgrees onDiffers onOpen
01 Grissom, Vaughn LAA · R · 218 PA 0.80 Sprint speedSweet-spot rateWalk rate Strikeout rate -1.3zIsolated power -0.9zFly-ball rate -0.7z
02 Pages, Andy LAD · R · 436 PA 0.75 xwOBA on contactIn-zone contactIsolated power Pull rate -1.2zSwing length +1.2zSprint speed +1.2z
03 Jung, Josh TEX · R · 398 PA 0.75 Bat speedxwOBA on contactWalk rate Fly-ball rate -1.6zSweet-spot rate +0.8zMax exit velocity +0.7z
04 Yastrzemski, Mike ATL · L · 273 PA 0.74 Bat speedFly-ball rateAvg exit velocity Pull rate +1.3zOppo rate -1.0zChase rate -1.0z
05 Steer, Spencer CIN · R · 386 PA 0.72 Strikeout rateFly-ball rateAvg exit velocity Sprint speed +1.4zPull rate +1.1zChase rate -1.0z
06 Rutschman, Adley BAL · L · 299 PA 0.71 Bat speedIsolated powerAvg exit velocity Strikeout rate -1.3zChase rate -1.1zWhiff rate -0.9z
07 Freeman, Freddie LAD · L · 433 PA 0.71 Whiff rateBat speedHard-hit rate Walk rate +1.2zSprint speed -1.2zSwing length -1.0z
08 Wetherholt, JJ STL · L · 431 PA 0.71 Avg exit velocityPull rateGround-ball rate Chase rate -1.6zStrikeout rate -1.0zSwing length +0.9z
09 Realmuto, J.T. PHI · R · 278 PA 0.68 Walk rateChase rateOppo rate Sprint speed +1.2zBarrel rate -1.1zIsolated power -0.9z
10 Aranda, Jonathan TB · L · 434 PA 0.68 Whiff rateStrikeout rateSweet-spot rate Walk rate +1.3zMax exit velocity +1.1zPull rate -1.0z
11 Caratini, Victor MIN · L · 284 PA 0.67 Pull rateIn-zone contactBat speed Sprint speed -1.8zFly-ball rate -1.2zChase rate -1.0z
12 Nimmo, Brandon TEX · L · 411 PA 0.67 Ground-ball rateWalk rateStrikeout rate Barrel rate +1.1zxwOBA on contact +1.1zSprint speed +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.