The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 256 qualified hitters (340+ 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. Edman, Tommy in signal, the comp in amber.

LAD · bats L · 346 PA

Ranked comps for Edman, Tommy

#PlayerSimilarityAgrees onDiffers onOpen
01 Grissom, Vaughn LAA · R · 474 PA 0.79 Oppo rateWalk rateChase rate Sweet-spot rate +1.0zPull rate -0.9zSprint speed -0.8z
02 Young, Cole SEA · L · 663 PA 0.76 Walk rateSwing lengthBat speed Max exit velocity +1.0zIn-zone contact -0.8zHard-hit rate +0.8z
03 Rocchio, Brayan CLE · L · 632 PA 0.76 Walk rateIsolated powerAvg exit velocity Sweet-spot rate +1.4zStrikeout rate -1.0zSwing length +0.8z
04 Lee, Brooks MIN · L · 655 PA 0.72 Barrel rateIn-zone contactPull rate Sprint speed -1.3zGround-ball rate -1.0zIsolated power +0.9z
05 Young, Jacob WSH · R · 488 PA 0.70 Isolated powerHard-hit rateAvg exit velocity Sweet-spot rate +1.5zPull rate -1.1zBat speed -0.9z
06 Taveras, Leody BAL · L · 496 PA 0.70 xwOBA on contactWhiff rateIsolated power Max exit velocity +1.4zStrikeout rate +1.0zIn-zone contact -0.8z
07 Cronenworth, Jake SD · L · 464 PA 0.69 Sweet-spot rateIn-zone contactSprint speed Pull rate -1.7zFly-ball rate -1.2zOppo rate +1.0z
08 Kelly, Carson CHC · R · 448 PA 0.69 Bat speedGround-ball ratexwOBA on contact Sprint speed -1.7zPull rate -1.2zWalk rate +1.0z
09 Peters, Tristan CWS · L · 530 PA 0.67 Max exit velocityFly-ball rateBarrel rate Pull rate +1.5zIn-zone contact -1.1zBat speed -1.1z
10 Stott, Bryson PHI · L · 640 PA 0.66 Chase ratePull rateIsolated power Max exit velocity +1.2zSweet-spot rate +1.1zWalk rate +1.1z
11 Varsho, Daulton TOR · L · 546 PA 0.66 Avg exit velocityStrikeout ratexwOBA on contact Swing length +1.9zGround-ball rate -1.0zIn-zone contact -0.8z
12 Loftin, Nick KC · R · 446 PA 0.66 Sprint speedIn-zone contactFly-ball rate Sweet-spot rate +1.7zBat speed -1.1zWalk rate +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.