The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 256 qualified hitters (338+ 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. Bailey, Patrick in signal, the comp in amber.

CLE · bats L · 358 PA

Ranked comps for Bailey, Patrick

#PlayerSimilarityAgrees onDiffers onOpen
01 O'Hearn, Ryan PIT · L · 472 PA 0.79 Chase rateHard-hit rateSweet-spot rate Sprint speed +1.1zIsolated power +0.9zStrikeout rate -0.8z
02 McMahon, Ryan NYY · L · 381 PA 0.79 xwOBA on contactSwing lengthOppo rate Max exit velocity +0.9zSweet-spot rate -0.8zFly-ball rate +0.8z
03 Ballesteros, Moisés CHC · L · 371 PA 0.76 In-zone contactWhiff rateBat speed Sweet-spot rate -1.1zxwOBA on contact -0.9zPull rate -0.9z
04 Realmuto, J.T. PHI · R · 482 PA 0.74 Walk rateIsolated powerFly-ball rate Sprint speed +2.0zStrikeout rate -0.8zMax exit velocity +0.6z
05 Caratini, Victor MIN · L · 400 PA 0.72 Avg exit velocityBarrel rateOppo rate xwOBA on contact -1.1zChase rate -0.9zFly-ball rate -0.8z
06 Tawa, Tim AZ · R · 370 PA 0.70 Ground-ball ratexwOBA on contactBat speed Sprint speed +1.8zOppo rate -1.2zPull rate -1.0z
07 Cortes, Carlos ATH · L · 392 PA 0.69 Sweet-spot rateIn-zone contactWalk rate Strikeout rate -1.6zxwOBA on contact -1.3zPull rate -0.9z
08 Freeman, Freddie LAD · L · 678 PA 0.69 Sprint speedHard-hit rateGround-ball rate Strikeout rate -1.5zSweet-spot rate +1.4zSwing length -1.3z
09 Grissom, Vaughn LAA · R · 474 PA 0.67 Swing lengthChase rateBarrel rate Strikeout rate -1.3zSprint speed +1.3zIn-zone contact +0.9z
10 Walker, Christian HOU · R · 649 PA 0.65 Avg exit velocityIn-zone contactChase rate Isolated power +1.7zMax exit velocity +1.1zSweet-spot rate -1.0z
11 Heim, Jonah ATH · L · 402 PA 0.64 Ground-ball rateFly-ball rateMax exit velocity Strikeout rate -1.4zxwOBA on contact -1.4zHard-hit rate -1.2z
12 Aranda, Jonathan TB · L · 687 PA 0.63 In-zone contactSwing lengthSprint speed Pull rate -1.2zGround-ball rate -1.1zFly-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.