The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (290+ 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 · 525 PA

Ranked comps for Chisholm Jr., Jazz

#PlayerSimilarityAgrees onDiffers onOpen
01 Swanson, Dansby CHC · R · 478 PA 0.84 Sprint speedOppo rateAvg exit velocity Strikeout rate -1.0zPull rate -0.9zMax exit velocity -0.8z Player Projection Swing lab
02 Soler, Jorge LAA · R · 381 PA 0.68 Hard-hit rateMax exit velocityChase rate Sprint speed -1.8zSweet-spot rate +1.3zWhiff rate +1.0z Player Projection Swing lab
03 Hernández, Heriberto MIA · R · 408 PA 0.66 In-zone contactFly-ball rateGround-ball rate Barrel rate +1.4zxwOBA on contact +1.3zIsolated power +1.2z Player Projection Swing lab
04 Okamoto, Kazuma TOR · R · 560 PA 0.66 Bat speedStrikeout rateHard-hit rate Sprint speed -1.5zBarrel rate +1.3zGround-ball rate -1.1z Player Projection Swing lab
05 Cowser, Colton BAL · L · 356 PA 0.65 Chase rateStrikeout rateSweet-spot rate Pull rate -2.3zSwing length -1.0zAvg exit velocity -0.9z Player Projection Swing lab
06 Lewis, Royce MIN · R · 447 PA 0.62 Max exit velocityAvg exit velocityFly-ball rate Ground-ball rate -1.6zPull rate -1.3zBarrel rate +1.1z Player Projection Swing lab
07 Castro, Willi COL · L · 498 PA 0.61 Bat speedxwOBA on contactBarrel rate Chase rate +1.5zSwing length -1.4zPull rate -1.3z Player Projection Swing lab
08 Wells, Austin NYY · L · 341 PA 0.61 Hard-hit rateChase rateWalk rate Sprint speed -1.8zGround-ball rate -1.2zPull rate -1.0z Player Projection Swing lab
09 Happ, Ian CHC · L · 580 PA 0.60 Strikeout rateSweet-spot rateWhiff rate Swing length -2.3zPull rate -1.3zFly-ball rate +1.0z Player Projection Swing lab
10 Burger, Jake TEX · R · 542 PA 0.59 Ground-ball rateAvg exit velocityxwOBA on contact Pull rate -1.6zChase rate +1.3zBarrel rate +1.1z Player Projection Swing lab
11 Carroll, Corbin AZ · L · 606 PA 0.59 Sweet-spot rateChase rateFly-ball rate Isolated power +1.2zBarrel rate +1.2zStrikeout rate -1.2z Player Projection Swing lab
12 Duran, Jarren BOS · L · 566 PA 0.57 Avg exit velocityHard-hit rateWhiff rate Pull rate -1.6zIn-zone contact +1.3zWalk 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.