The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (208+ 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. Chourio, Jackson in signal, the comp in amber.

MIL · bats R · 301 PA

Ranked comps for Chourio, Jackson

#PlayerSimilarityAgrees onDiffers onOpen
01 Rodríguez, Julio SEA · R · 392 PA 0.70 xwOBA on contactPull rateOppo rate Fly-ball rate -1.0zBarrel rate -1.0zSwing length +0.9z Player Projection Swing lab
02 Smith, Cam HOU · R · 378 PA 0.67 xwOBA on contactHard-hit rateSweet-spot rate In-zone contact -1.3zIsolated power -1.1zAvg exit velocity -1.0z Player Projection Swing lab
03 Ramos, Heliot SF · R · 252 PA 0.66 Avg exit velocityStrikeout rateOppo rate Swing length -1.3zSprint speed -1.2zFly-ball rate -1.0z Player Projection Swing lab
04 Pages, Andy LAD · R · 436 PA 0.63 In-zone contactOppo rateChase rate Max exit velocity -1.3zBarrel rate -1.2zAvg exit velocity -1.2z Player Projection Swing lab
05 Abreu, Wilyer BOS · L · 424 PA 0.61 Barrel rateMax exit velocityWhiff rate Ground-ball rate -1.7zSweet-spot rate +1.1zIn-zone contact -1.1z Player Projection Swing lab
06 Nimmo, Brandon TEX · L · 406 PA 0.61 Barrel rateAvg exit velocityPull rate Sweet-spot rate +1.6zMax exit velocity -1.0zIsolated power -0.9z Player Projection Swing lab
07 Langeliers, Shea ATH · R · 403 PA 0.60 Oppo rateAvg exit velocitySprint speed Ground-ball rate -1.6zMax exit velocity +1.4zIn-zone contact -1.3z Player Projection Swing lab
08 Soderstrom, Tyler ATH · L · 363 PA 0.60 Sweet-spot rateIn-zone contactMax exit velocity Walk rate +1.9zChase rate -1.3zSprint speed -1.2z Player Projection Swing lab
09 Adell, Jo LAA · R · 422 PA 0.59 Pull rateStrikeout rateHard-hit rate Walk rate -1.2zIsolated power -1.2zBarrel rate -1.1z Player Projection Swing lab
10 Baldwin, Drake ATL · L · 344 PA 0.58 Bat speedGround-ball ratePull rate Sprint speed -2.0zSweet-spot rate +1.7zWalk rate +1.2z Player Projection Swing lab
11 Sánchez, Jesús TOR · L · 251 PA 0.58 Hard-hit ratexwOBA on contactSweet-spot rate Sprint speed -1.8zIn-zone contact -1.6zSwing length -1.3z Player Projection Swing lab
12 Langford, Wyatt TEX · R · 211 PA 0.57 Isolated powerSprint speedPull rate Chase rate -1.3zSwing length -1.2zBarrel rate -1.2z 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.