The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 264 qualified hitters (202+ 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. Adell, Jo in signal, the comp in amber.

LAA · bats R · 418 PA

Ranked comps for Adell, Jo

#PlayerSimilarityAgrees onDiffers onOpen
01 Rodríguez, Julio SEA · R · 392 PA 0.84 Swing lengthWhiff rateChase rate Walk rate +1.6zSprint speed +0.7zSweet-spot rate -0.5z Player Projection Swing lab
02 Smith, Cam HOU · R · 374 PA 0.65 Oppo rateBat speedStrikeout rate Walk rate +1.8zChase rate -1.5zGround-ball rate +1.2z Player Projection Swing lab
03 Riley, Austin ATL · R · 404 PA 0.61 Avg exit velocitySprint speedHard-hit rate Walk rate +1.8zFly-ball rate +1.1zChase rate -1.0z Player Projection Swing lab
04 Chourio, Jackson MIL · R · 296 PA 0.58 Pull rateStrikeout rateHard-hit rate Walk rate +1.3zIsolated power +1.2zBarrel rate +1.2z Player Projection Swing lab
05 Burger, Jake TEX · R · 390 PA 0.57 Avg exit velocityFly-ball ratexwOBA on contact Walk rate +1.6zPull rate +1.6zSweet-spot rate -1.0z Player Projection Swing lab
06 Duran, Jarren BOS · L · 399 PA 0.56 Max exit velocityIsolated powerxwOBA on contact Walk rate +1.6zPull rate +1.4zOppo rate -1.3z Player Projection Swing lab
07 Merrill, Jackson SD · L · 410 PA 0.56 Barrel rateGround-ball ratexwOBA on contact Max exit velocity -1.8zWalk rate +1.4zPull rate +1.4z Player Projection Swing lab
08 Sánchez, Jesús TOR · L · 251 PA 0.54 Chase rateStrikeout rateFly-ball rate Swing length -2.2zBat speed -1.3zSprint speed -1.2z Player Projection Swing lab
09 Harris II, Michael ATL · L · 372 PA 0.54 Max exit velocityFly-ball rateSprint speed Oppo rate -1.8zBarrel rate +1.4zSweet-spot rate -1.1z Player Projection Swing lab
10 Pages, Andy LAD · R · 432 PA 0.52 xwOBA on contactSweet-spot rateBarrel rate Max exit velocity -1.8zWalk rate +1.8zBat speed -1.5z Player Projection Swing lab
11 Vientos, Mark NYM · R · 269 PA 0.52 Avg exit velocityHard-hit rateStrikeout rate Sprint speed -1.8zMax exit velocity -1.6zIn-zone contact -1.3z Player Projection Swing lab
12 Duran, Ezequiel TEX · R · 339 PA 0.51 Strikeout rateChase rateIn-zone contact Bat speed -1.9zSwing length -1.7zWalk rate +1.4z 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.