The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 257 qualified hitters (334+ 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. Mayo, Coby in signal, the comp in amber.

BAL · bats R · 468 PA

Ranked comps for Mayo, Coby

#PlayerSimilarityAgrees onDiffers onOpen
01 Goodman, Hunter COL · R · 590 PA 0.76 Swing lengthGround-ball rateStrikeout rate Chase rate +1.4zIsolated power +1.0zIn-zone contact -1.0z Player Projection Swing lab
02 Contreras, Willson BOS · R · 550 PA 0.74 xwOBA on contactSweet-spot rateIsolated power Fly-ball rate -1.4zSwing length +1.2zStrikeout rate -0.9z Player Projection Swing lab
03 Langeliers, Shea ATH · R · 473 PA 0.68 Bat speedWalk rateAvg exit velocity Pull rate -1.5zStrikeout rate -1.2zOppo rate +1.2z Player Projection Swing lab
04 Crow-Armstrong, Pete CHC · L · 733 PA 0.66 Barrel rateIn-zone contactHard-hit rate Sprint speed +1.2zSweet-spot rate +1.1zIsolated power +1.1z Player Projection Swing lab
05 Jensen, Carter KC · L · 617 PA 0.66 Avg exit velocitySprint speedWhiff rate Oppo rate +1.3zxwOBA on contact -1.2zChase rate -1.1z Player Projection Swing lab
06 Montgomery, Colson CWS · L · 656 PA 0.64 Sweet-spot rateWalk rateChase rate Swing length +1.4zWhiff rate +1.1zAvg exit velocity -1.0z Player Projection Swing lab
07 Okamoto, Kazuma TOR · R · 643 PA 0.63 Barrel rateOppo rateSweet-spot rate Max exit velocity -1.4zSwing length +1.4zSprint speed -1.1z Player Projection Swing lab
08 Lowe, Brandon PIT · L · 668 PA 0.62 Ground-ball rateAvg exit velocityHard-hit rate Max exit velocity -2.0zBat speed -1.1zWhiff rate +0.9z Player Projection Swing lab
09 Muncy, Max LAD · L · 574 PA 0.61 Barrel rateIsolated powerIn-zone contact Bat speed -1.5zMax exit velocity -1.4zWalk rate +1.1z Player Projection Swing lab
10 Stowers, Kyle MIA · L · 517 PA 0.60 Strikeout rateOppo ratexwOBA on contact Max exit velocity -1.4zSwing length -1.3zIn-zone contact -1.2z Player Projection Swing lab
11 Canzone, Dominic SEA · L · 538 PA 0.59 Avg exit velocityOppo rateWalk rate Strikeout rate -1.7zFly-ball rate -1.6zGround-ball rate +1.5z Player Projection Swing lab
12 Buxton, Byron MIN · R · 418 PA 0.56 In-zone contactHard-hit rateOppo rate Max exit velocity -1.7zSwing length +1.6zSprint speed +1.4z 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.