The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (210+ 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. Freeman, Freddie in signal, the comp in amber.

LAD · bats L · 433 PA

Ranked comps for Freeman, Freddie

#PlayerSimilarityAgrees onDiffers onOpen
01 Aranda, Jonathan TB · L · 434 PA 0.81 Hard-hit rateWhiff rateChase rate Ground-ball rate -0.9zStrikeout rate +0.9zSwing length +0.8z
02 Cortes, Carlos ATH · L · 250 PA 0.76 Max exit velocityWhiff rateBat speed xwOBA on contact -1.1zFly-ball rate -1.0zWalk rate -0.9z
03 Rutschman, Adley BAL · L · 299 PA 0.74 Max exit velocityFly-ball rateBat speed In-zone contact +1.2zxwOBA on contact -0.9zSprint speed +0.8z
04 Karros, Kyle COL · R · 347 PA 0.71 Walk rateHard-hit rateAvg exit velocity Sprint speed +1.4zFly-ball rate -1.1zBarrel rate -0.8z
05 Jung, Josh TEX · R · 398 PA 0.71 Bat speedAvg exit velocityMax exit velocity Fly-ball rate -1.3zIn-zone contact +1.2zWalk rate -1.1z
06 O'Hearn, Ryan PIT · L · 367 PA 0.71 Whiff rateBat speedHard-hit rate Walk rate -1.2zSprint speed +1.2zSwing length +1.0z
07 Busch, Michael CHC · L · 451 PA 0.69 In-zone contactOppo rateGround-ball rate Bat speed -1.1zFly-ball rate +1.1zStrikeout rate +0.9z
08 Caratini, Victor MIN · L · 284 PA 0.68 Bat speedSweet-spot rateOppo rate Max exit velocity -1.1zxwOBA on contact -0.9zIsolated power -0.9z
09 Grissom, Vaughn LAA · R · 218 PA 0.62 Chase ratePull rateBat speed Swing length +1.2zSprint speed +1.2zIsolated power -1.1z
10 Pederson, Joc TEX · L · 315 PA 0.61 Barrel rateWalk ratexwOBA on contact Swing length +1.6zWhiff rate +1.5zSweet-spot rate -1.3z
11 Moreno, Gabriel AZ · R · 296 PA 0.61 Max exit velocitySweet-spot ratePull rate Oppo rate +2.4zIn-zone contact +1.2zFly-ball rate -0.8z
12 Nimmo, Brandon TEX · L · 411 PA 0.60 Max exit velocityChase rateWhiff rate Sprint speed +2.2zWalk rate -1.1zHard-hit rate +0.9z

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.