The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 258 qualified hitters (286+ 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. Peters, Tristan in signal, the comp in amber.

CWS · bats L · 426 PA

Ranked comps for Peters, Tristan

#PlayerSimilarityAgrees onDiffers onOpen
01 Caballero, José NYY · R · 419 PA 0.63 Max exit velocitySwing lengthxwOBA on contact Fly-ball rate -1.2zIsolated power -1.1zGround-ball rate +1.0z Player Projection Swing lab
02 Young, Cole SEA · L · 569 PA 0.61 xwOBA on contactOppo rateBarrel rate Avg exit velocity +1.7zBat speed +1.2zPull rate -1.1z Player Projection Swing lab
03 Rocchio, Brayan CLE · L · 523 PA 0.60 Ground-ball rateWhiff rateChase rate Isolated power -1.4zSwing length +1.3zPull rate -1.1z Player Projection Swing lab
04 Albies, Ozzie ATL · L · 602 PA 0.60 Max exit velocityWalk rateWhiff rate Avg exit velocity +1.2zSwing length +1.2zSprint speed -1.1z Player Projection Swing lab
05 Semien, Marcus NYM · R · 476 PA 0.57 Walk rateOppo rateHard-hit rate Swing length +2.6zIsolated power -1.1zAvg exit velocity +1.0z Player Projection Swing lab
06 McCarthy, Jake COL · L · 509 PA 0.57 Isolated powerBarrel rateWhiff rate Pull rate -1.8zFly-ball rate -1.4zChase rate +1.1z Player Projection Swing lab
07 Loftin, Nick KC · R · 374 PA 0.56 Bat speedGround-ball rateSweet-spot rate Pull rate -1.7zIn-zone contact +1.2zChase rate -1.1z Player Projection Swing lab
08 Young, Jacob WSH · R · 431 PA 0.56 Ground-ball ratexwOBA on contactFly-ball rate Pull rate -2.6zOppo rate +1.1zAvg exit velocity +1.0z Player Projection Swing lab
09 Massey, Michael KC · L · 366 PA 0.55 Pull rateMax exit velocityGround-ball rate Avg exit velocity +1.7zBat speed +1.4zSprint speed -1.3z Player Projection Swing lab
10 Gilbert, Drew SF · L · 356 PA 0.54 Strikeout rateWhiff ratexwOBA on contact Swing length +1.7zPull rate -1.3zFly-ball rate -1.2z Player Projection Swing lab
11 Lee, Brooks MIN · L · 549 PA 0.53 Isolated powerGround-ball rateHard-hit rate Sprint speed -1.7zAvg exit velocity +1.5zPull rate -1.4z Player Projection Swing lab
12 Larnach, Trevor MIN · L · 416 PA 0.53 Strikeout rateIn-zone contactxwOBA on contact Pull rate -1.6zBat speed +1.5zSprint 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.