The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 257 qualified hitters (334+ 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 · 552 PA

Ranked comps for Chisholm Jr., Jazz

#PlayerSimilarityAgrees onDiffers onOpen
01 Swanson, Dansby CHC · R · 502 PA 0.85 Sprint speedAvg exit velocityBarrel rate Strikeout rate -0.9zMax exit velocity -0.8zPull rate -0.6z Player Projection Swing lab
02 Hernández, Heriberto MIA · R · 506 PA 0.70 Sprint speedIn-zone contactWalk rate Barrel rate +1.2zxwOBA on contact +1.1zPull rate -1.0z Player Projection Swing lab
03 Cowser, Colton BAL · L · 411 PA 0.65 Ground-ball rateChase rateSprint speed Pull rate -2.4zSwing length -0.9zOppo rate +0.8z Player Projection Swing lab
04 Soler, Jorge LAA · R · 381 PA 0.64 Hard-hit rateMax exit velocityFly-ball rate Sprint speed -1.7zSweet-spot rate +1.5zWhiff rate +1.1z Player Projection Swing lab
05 Castro, Willi COL · L · 498 PA 0.62 Isolated powerBat speedWhiff rate Chase rate +1.4zPull rate -1.3zSwing length -1.3z Player Projection Swing lab
06 Burger, Jake TEX · R · 629 PA 0.61 Fly-ball rateGround-ball rateSweet-spot rate Pull rate -1.6zBarrel rate +1.2zOppo rate +1.1z Player Projection Swing lab
07 Happ, Ian CHC · L · 652 PA 0.60 Strikeout rateAvg exit velocityHard-hit rate Swing length -2.3zPull rate -1.2zChase rate -1.0z Player Projection Swing lab
08 Lewis, Royce MIN · R · 524 PA 0.59 Max exit velocityAvg exit velocityFly-ball rate Pull rate -1.6zGround-ball rate -1.5zWalk rate -1.1z Player Projection Swing lab
09 Wells, Austin NYY · L · 401 PA 0.58 Barrel rateBat speedHard-hit rate Sprint speed -1.8zGround-ball rate -1.3zPull rate -1.2z Player Projection Swing lab
10 Lindor, Francisco NYM · L · 479 PA 0.58 xwOBA on contactChase rateBat speed In-zone contact +1.6zStrikeout rate -1.5zFly-ball rate +1.0z Player Projection Swing lab
11 Okamoto, Kazuma TOR · R · 643 PA 0.58 Bat speedMax exit velocityHard-hit rate Barrel rate +1.4zSprint speed -1.4zSweet-spot rate +1.3z Player Projection Swing lab
12 Henderson, Gunnar BAL · L · 719 PA 0.58 Avg exit velocityxwOBA on contactSprint speed In-zone contact +1.9zPull rate -1.3zWhiff rate -1.3z 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.