The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 264 qualified hitters (202+ 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 · 296 PA

Ranked comps for Chourio, Jackson

#PlayerSimilarityAgrees onDiffers onOpen
01 Rodríguez, Julio SEA · R · 392 PA 0.69 xwOBA on contactOppo ratePull rate Barrel rate -1.0zFly-ball rate -0.9zSwing length +0.9z Player Projection Swing lab
02 Smith, Cam HOU · R · 374 PA 0.66 xwOBA on contactHard-hit rateSweet-spot rate In-zone contact -1.4zIsolated power -1.2zAvg exit velocity -1.0z Player Projection Swing lab
03 Ramos, Heliot SF · R · 247 PA 0.65 Avg exit velocityOppo rateStrikeout rate Swing length -1.3zSprint speed -1.1zSweet-spot rate +1.0z Player Projection Swing lab
04 Pages, Andy LAD · R · 432 PA 0.62 Oppo rateIn-zone contactChase rate Barrel rate -1.3zMax exit velocity -1.2zAvg exit velocity -1.2z Player Projection Swing lab
05 Langeliers, Shea ATH · R · 399 PA 0.62 Avg exit velocityOppo rateSprint speed Ground-ball rate -1.6zMax exit velocity +1.4zIn-zone contact -1.3z Player Projection Swing lab
06 Baldwin, Drake ATL · L · 339 PA 0.60 Chase rateBat speedPull rate Sprint speed -2.0zSweet-spot rate +1.6zWalk rate +1.2z Player Projection Swing lab
07 Soderstrom, Tyler ATH · L · 360 PA 0.59 Sweet-spot rateBat speedMax exit velocity Walk rate +1.9zChase rate -1.4zSprint speed -1.1z Player Projection Swing lab
08 Abreu, Wilyer BOS · L · 415 PA 0.59 Max exit velocityWhiff rateBarrel rate Ground-ball rate -1.6zIn-zone contact -1.2zFly-ball rate +1.1z Player Projection Swing lab
09 Nimmo, Brandon TEX · L · 403 PA 0.59 Barrel rateAvg exit velocityFly-ball rate Sweet-spot rate +1.7zOppo rate -1.1zIsolated power -1.1z Player Projection Swing lab
10 Adell, Jo LAA · R · 418 PA 0.58 Pull rateStrikeout rateHard-hit rate Walk rate -1.3zIsolated power -1.2zBarrel rate -1.2z Player Projection Swing lab
11 Langford, Wyatt TEX · R · 208 PA 0.58 Isolated powerSprint speedWalk rate Chase rate -1.3zBarrel rate -1.3zSwing length -1.2z Player Projection Swing lab
12 Walker, Christian HOU · R · 413 PA 0.57 Sweet-spot rateIsolated powerGround-ball rate Sprint speed -2.1zPull rate +1.3zxwOBA on contact -1.1z 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.