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. Soler, Jorge in signal, the comp in amber.

LAA · bats R · 381 PA

Ranked comps for Soler, Jorge

#PlayerSimilarityAgrees onDiffers onOpen
01 Okamoto, Kazuma TOR · R · 557 PA 0.79 Max exit velocityOppo rateHard-hit rate Fly-ball rate +1.0zBat speed -0.8zBarrel rate +0.7z
02 Suárez, Eugenio CIN · R · 434 PA 0.74 Sprint speedAvg exit velocityxwOBA on contact Bat speed -1.3zSweet-spot rate +1.0zHard-hit rate -0.9z
03 Montgomery, Colson CWS · L · 564 PA 0.74 Whiff rateHard-hit rateBarrel rate Fly-ball rate +1.2zGround-ball rate -1.2zIn-zone contact +0.8z
04 Alvarez, Francisco NYM · R · 364 PA 0.66 Max exit velocityHard-hit rateOppo rate Swing length -1.6zPull rate -1.1zBarrel rate +1.0z
05 Chisholm Jr., Jazz NYY · L · 517 PA 0.66 Hard-hit rateChase rateMax exit velocity Sprint speed +1.8zSweet-spot rate -1.4zWhiff rate -1.0z
06 Lewis, Royce MIN · R · 438 PA 0.65 Fly-ball rateOppo ratexwOBA on contact Strikeout rate -1.5zSprint speed +1.4zIn-zone contact +1.2z
07 Wells, Austin NYY · L · 335 PA 0.60 Oppo rateHard-hit rateAvg exit velocity Whiff rate -1.3zIsolated power -1.1zIn-zone contact +1.1z
08 Manzardo, Kyle CLE · L · 378 PA 0.59 Strikeout rateSweet-spot rateWalk rate Bat speed -1.8zSwing length -1.5zOppo rate -1.0z
09 Cowser, Colton BAL · L · 348 PA 0.57 Barrel rateChase rateMax exit velocity Pull rate -1.7zSprint speed +1.5zSwing length -1.3z
10 McMahon, Ryan NYY · L · 326 PA 0.57 Sprint speedBarrel rateGround-ball rate Swing length -1.7zIn-zone contact +1.2zOppo rate +1.1z
11 Burger, Jake TEX · R · 535 PA 0.57 xwOBA on contactFly-ball rateIsolated power Sweet-spot rate -1.7zChase rate +1.4zSwing length -1.1z
12 Torkelson, Spencer DET · R · 543 PA 0.57 Isolated powerHard-hit rateAvg exit velocity Sweet-spot rate +1.6zFly-ball rate +1.4zIn-zone contact +1.2z

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.