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. Young, Cole in signal, the comp in amber.

SEA · bats L · 654 PA

Ranked comps for Young, Cole

#PlayerSimilarityAgrees onDiffers onOpen
01 Stott, Bryson PHI · L · 619 PA 0.85 Oppo rateIsolated powerFly-ball rate Walk rate +1.3zSwing length +0.8zIn-zone contact +0.7z
02 Grissom, Vaughn LAA · R · 465 PA 0.82 Chase ratexwOBA on contactIsolated power Pull rate -1.2zSwing length +0.8zSprint speed -0.7z
03 Lee, Brooks MIN · L · 647 PA 0.76 Sweet-spot rateWalk rateAvg exit velocity Sprint speed -1.2zIn-zone contact +0.9zxwOBA on contact -0.8z
04 Young, Jared NYM · L · 355 PA 0.76 Pull ratexwOBA on contactWalk rate Hard-hit rate +1.0zMax exit velocity +0.8zGround-ball rate +0.8z
05 Realmuto, J.T. PHI · R · 476 PA 0.75 Max exit velocitySprint speedFly-ball rate Swing length +1.3zPull rate -0.8zOppo rate +0.8z
06 Rocchio, Brayan CLE · L · 602 PA 0.75 In-zone contactWalk rateGround-ball rate Hard-hit rate -1.0zSweet-spot rate +1.0zSwing length +0.9z
07 Henderson, Gunnar BAL · L · 719 PA 0.74 In-zone contactOppo ratePull rate Walk rate +1.2zSwing length +1.1zBat speed +0.9z
08 Springer, George TOR · R · 534 PA 0.73 In-zone contactMax exit velocityFly-ball rate Swing length +1.3zWalk rate +1.1zChase rate -1.0z
09 Varsho, Daulton TOR · L · 546 PA 0.71 In-zone contactSweet-spot rateIsolated power Swing length +1.9zChase rate +0.9zAvg exit velocity -0.8z
10 O'Hearn, Ryan PIT · L · 465 PA 0.71 Chase rateGround-ball rateIn-zone contact Max exit velocity -1.2zSweet-spot rate +0.9zSprint speed -0.8z
11 Bazzana, Travis CLE · L · 521 PA 0.70 In-zone contactGround-ball rateHard-hit rate Walk rate +1.6zPull rate -0.9zBat speed -0.8z
12 Young, Jacob WSH · R · 484 PA 0.69 Barrel ratexwOBA on contactFly-ball rate Pull rate -1.5zOppo rate +1.0zSprint speed +1.0z

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.