The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 256 qualified hitters (340+ 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. Turner, Trea in signal, the comp in amber.

PHI · bats R · 735 PA

Ranked comps for Turner, Trea

#PlayerSimilarityAgrees onDiffers onOpen
01 Duran, Ezequiel TEX · R · 612 PA 0.75 Hard-hit rateOppo rateIn-zone contact Swing length -1.2zSweet-spot rate +1.1zPull rate +0.9z
02 Realmuto, J.T. PHI · R · 492 PA 0.70 Strikeout rateFly-ball rateIn-zone contact Sprint speed -1.4zPull rate +1.2zSweet-spot rate +1.2z
03 Ortiz, Joey MIL · R · 453 PA 0.68 xwOBA on contactStrikeout rateOppo rate Fly-ball rate -1.2zWhiff rate -1.2zGround-ball rate +1.1z
04 Crews, Dylan WSH · R · 453 PA 0.68 Swing lengthWalk rateIsolated power Oppo rate -1.5zxwOBA on contact +0.9zBarrel rate +0.8z
05 Taveras, Leody BAL · L · 496 PA 0.66 Fly-ball rateIsolated powerGround-ball rate Avg exit velocity -1.5zSwing length -0.9zStrikeout rate +0.9z
06 Gonzales, Nick PIT · R · 626 PA 0.65 Walk rateOppo rateMax exit velocity Ground-ball rate +1.2zIsolated power -1.0zWhiff rate -0.9z
07 Peraza, Oswald LAA · R · 387 PA 0.62 Bat speedIn-zone contactWhiff rate Strikeout rate +1.4zFly-ball rate -1.2zGround-ball rate +1.2z
08 Pages, Andy LAD · R · 625 PA 0.61 Pull rateFly-ball rateAvg exit velocity Sweet-spot rate +1.6zSprint speed -1.2zxwOBA on contact +1.0z
09 Young, Jacob WSH · R · 488 PA 0.61 Max exit velocityxwOBA on contactIsolated power Swing length -1.4zSweet-spot rate +1.3zChase rate -1.2z
10 Grissom, Vaughn LAA · R · 474 PA 0.61 Max exit velocityxwOBA on contactWalk rate Sprint speed -2.3zOppo rate -1.1zWhiff rate -1.0z
11 Varsho, Daulton TOR · L · 546 PA 0.61 Isolated powerMax exit velocityStrikeout rate Sprint speed -1.9zOppo rate -1.5zPull rate +1.2z
12 Rafaela, Ceddanne BOS · R · 605 PA 0.61 Ground-ball ratexwOBA on contactMax exit velocity Chase rate +1.7zSweet-spot rate +1.2zOppo 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.