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

NYY · bats L · 517 PA

Ranked comps for Chisholm Jr., Jazz

#PlayerSimilarityAgrees onDiffers onOpen
01 Swanson, Dansby CHC · R · 478 PA 0.84 Sprint speedSweet-spot 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 0.66 Hard-hit rateChase rateMax exit velocity Sprint speed -1.8zSweet-spot rate +1.4zWhiff rate +1.0z Player Projection Swing lab
03 Hernández, Heriberto MIA · R · 400 PA 0.65 In-zone contactWalk rateGround-ball rate xwOBA on contact +1.4zBarrel rate +1.3zIsolated power +1.3z Player Projection Swing lab
04 Okamoto, Kazuma TOR · R · 557 PA 0.64 Bat speedChase rateStrikeout rate Sprint speed -1.4zBarrel rate +1.3zGround-ball rate -1.1z Player Projection Swing lab
05 Lewis, Royce MIN · R · 438 PA 0.63 Max exit velocityAvg exit velocityxwOBA on contact Ground-ball rate -1.5zPull rate -1.3zSweet-spot rate +1.1z Player Projection Swing lab
06 Cowser, Colton BAL · L · 348 PA 0.62 Chase rateStrikeout rateIsolated power Pull rate -2.4zSwing length -1.0zAvg exit velocity -0.9z Player Projection Swing lab
07 Wells, Austin NYY · L · 335 PA 0.60 Chase rateWalk rateHard-hit rate Sprint speed -1.9zGround-ball rate -1.1zPull rate -1.1z Player Projection Swing lab
08 Castro, Willi COL · L · 494 PA 0.60 Bat speedSprint speedBarrel rate Chase rate +1.5zSwing length -1.4zPull rate -1.3z Player Projection Swing lab
09 Happ, Ian CHC · L · 578 PA 0.60 Whiff rateSweet-spot rateStrikeout rate Swing length -2.3zPull rate -1.4zFly-ball rate +1.0z Player Projection Swing lab
10 Burger, Jake TEX · R · 535 PA 0.59 Avg exit velocityGround-ball ratexwOBA on contact Pull rate -1.6zChase rate +1.3zOppo rate +1.1z Player Projection Swing lab
11 Carroll, Corbin AZ · L · 597 PA 0.57 Fly-ball rateChase rateSweet-spot rate Isolated power +1.4zBarrel rate +1.2zStrikeout rate -1.2z Player Projection Swing lab
12 Lindor, Francisco NYM · L · 367 PA 0.55 Chase ratexwOBA on contactBat speed Strikeout rate -1.7zIn-zone contact +1.6zSprint speed -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.