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. Chisholm Jr., Jazz in signal, the comp in amber.

NYY · bats L · 379 PA

Ranked comps for Chisholm Jr., Jazz

#PlayerSimilarityAgrees onDiffers onOpen
01 Swanson, Dansby CHC · R · 375 PA 0.78 Whiff rateSprint speedBarrel rate Pull rate -1.2zStrikeout rate -0.8zMax exit velocity -0.7z Player Projection Swing lab
02 Carroll, Corbin AZ · L · 413 PA 0.67 Ground-ball rateFly-ball rateMax exit velocity Bat speed +1.1zIsolated power +1.1zSprint speed +1.0z Player Projection Swing lab
03 Lewis, Royce MIN · R · 279 PA 0.65 Max exit velocityIsolated powerHard-hit rate Ground-ball rate -1.6zPull rate -1.4zBarrel rate +1.2z Player Projection Swing lab
04 Burger, Jake TEX · R · 390 PA 0.57 Ground-ball rateAvg exit velocityFly-ball rate Pull rate -1.8zOppo rate +1.4zChase rate +1.2z Player Projection Swing lab
05 Wells, Austin NYY · L · 231 PA 0.57 Whiff rateWalk rateBat speed Sprint speed -2.1zIsolated power -1.2zGround-ball rate -1.1z Player Projection Swing lab
06 Okamoto, Kazuma TOR · R · 395 PA 0.56 Bat speedSwing lengthMax exit velocity Sprint speed -1.6zBarrel rate +1.4zxwOBA on contact +1.2z Player Projection Swing lab
07 Soler, Jorge LAA · R · 330 PA 0.56 In-zone contactHard-hit rateMax exit velocity Sprint speed -2.1zSweet-spot rate +1.7zPull rate -1.1z Player Projection Swing lab
08 Duran, Jarren BOS · L · 399 PA 0.55 Strikeout rateHard-hit rateGround-ball rate Pull rate -2.0zIn-zone contact +1.1zOppo rate +1.1z Player Projection Swing lab
09 Henderson, Gunnar BAL · L · 454 PA 0.55 Barrel rateSprint speedAvg exit velocity In-zone contact +2.1zSwing length -1.4zWhiff rate -1.3z Player Projection Swing lab
10 Cowser, Colton BAL · L · 249 PA 0.52 Bat speedIn-zone contactChase rate Pull rate -2.6zAvg exit velocity -1.4zSwing length -1.2z Player Projection Swing lab
11 Castro, Willi COL · L · 341 PA 0.52 xwOBA on contactHard-hit rateSprint speed Pull rate -1.5zSwing length -1.4zChase rate +1.4z Player Projection Swing lab
12 Davis, Henry PIT · R · 203 PA 0.51 Max exit velocityBat speedHard-hit rate In-zone contact +2.1zSwing length -1.8zStrikeout rate -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.