The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (288+ 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

No strong comp exists for this profile this season. The sky shows the nearest neighbors anyway, scored honestly on the same global scale as everyone else.

Radial fingerprint · population percentiles

Two profile shapes drawn over the same axes: overlap is what makes them comps, gaps are where they part. Bichette, Bo in signal, the comp in amber.

NYM · bats R · 603 PA

Ranked comps for Bichette, Bo

#PlayerSimilarityAgrees onDiffers onOpen
01 Díaz, Yandy TB · R · 613 PA 0.49 Pull rateSprint speedxwOBA on contact Chase rate -2.0zSweet-spot rate -1.8zBat speed +1.3z Player Projection Swing lab
02 Lopez, Otto MIA · R · 597 PA 0.45 Whiff rateIn-zone contactIsolated power Oppo rate -2.0zSprint speed +1.8zSweet-spot rate -1.5z Player Projection Swing lab
03 Moreno, Gabriel AZ · R · 467 PA 0.44 Sprint speedHard-hit rateIn-zone contact Pull rate +2.1zChase rate -1.9zWalk rate +1.6z Player Projection Swing lab
04 Bohm, Alec PHI · R · 562 PA 0.40 Isolated powerHard-hit rateGround-ball rate Chase rate -2.5zOppo rate -2.2zMax exit velocity -2.0z Player Projection Swing lab
05 Vaughn, Andrew MIL · R · 315 PA 0.40 Whiff rateIsolated powerBat speed Chase rate -2.9zOppo rate -1.9zSweet-spot rate -1.4z Player Projection Swing lab
06 Vierling, Matt DET · R · 310 PA 0.36 Isolated powerWhiff rateSweet-spot rate Oppo rate -2.8zGround-ball rate -1.8zSprint speed +1.7z Player Projection Swing lab
07 Myers, Dane CIN · R · 293 PA 0.35 Swing lengthFly-ball ratexwOBA on contact Chase rate -2.7zMax exit velocity -1.8zWalk rate +1.6z Player Projection Swing lab
08 Dubón, Mauricio ATL · R · 547 PA 0.35 In-zone contactFly-ball rateBat speed Max exit velocity -2.4zOppo rate -1.6zHard-hit rate -1.5z Player Projection Swing lab
09 Rafaela, Ceddanne BOS · R · 585 PA 0.33 Swing lengthBarrel rateSweet-spot rate Sprint speed +2.2zPull rate +1.9zMax exit velocity -1.9z Player Projection Swing lab
10 Contreras, William MIL · R · 562 PA 0.33 Sprint speedAvg exit velocityIsolated power Oppo rate -3.2zChase rate -2.2zPull rate +1.7z Player Projection Swing lab
11 Cortes, Carlos ATH · L · 337 PA 0.32 Sprint speedIsolated powerBarrel rate Oppo rate -2.7zChase rate -2.2zPull rate +2.0z Player Projection Swing lab
12 Ballesteros, Moisés CHC · L · 292 PA 0.32 Isolated powerGround-ball rateSwing length Oppo rate -3.0zPull rate +2.2zIn-zone contact -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.