The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 259 qualified hitters (208+ 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. Yastrzemski, Mike in signal, the comp in amber.

ATL · bats L · 273 PA

Ranked comps for Yastrzemski, Mike

#PlayerSimilarityAgrees onDiffers onOpen
01 Tucker, Kyle LAD · L · 404 PA 0.88 Whiff rateBarrel rateSweet-spot rate Sprint speed -0.7zWalk rate +0.7zStrikeout rate -0.7z
02 Wetherholt, JJ STL · L · 426 PA 0.76 In-zone contactFly-ball rateAvg exit velocity Strikeout rate -1.3zPull rate -1.3zChase rate -0.6z
03 Bellinger, Cody NYY · L · 423 PA 0.73 Barrel rateFly-ball rateIsolated power Strikeout rate -1.4zSwing length +1.1zHard-hit rate -0.9z
04 O'Hearn, Ryan PIT · L · 359 PA 0.73 Bat speedAvg exit velocityFly-ball rate Pull rate -1.2zOppo rate +1.1zChase rate +0.9z
05 Steer, Spencer CIN · R · 382 PA 0.70 Hard-hit rateSwing lengthChase rate Barrel rate +1.5zxwOBA on contact +1.2zSprint speed +1.0z
06 Grissom, Vaughn LAA · R · 214 PA 0.70 Ground-ball rateBarrel rateHard-hit rate Strikeout rate -1.5zPull rate -1.5zIn-zone contact +0.8z
07 Thomas, Lane KC · R · 293 PA 0.70 In-zone contactIsolated powerBarrel rate Sprint speed +1.5zSwing length -1.3zWalk rate +1.0z
08 Semien, Marcus NYM · R · 338 PA 0.69 In-zone contactWhiff ratePull rate Avg exit velocity -1.2zSwing length +1.0zWalk rate -0.9z
09 Schneemann, Daniel CLE · L · 275 PA 0.68 Fly-ball rateBat speedIn-zone contact Whiff rate +1.4zChase rate +1.4zStrikeout rate +0.8z
10 Pasquantino, Vinnie KC · L · 316 PA 0.68 Oppo rateSweet-spot ratexwOBA on contact Sprint speed -1.1zStrikeout rate -1.1zWhiff rate -1.1z
11 Springer, George TOR · R · 316 PA 0.67 Whiff rateWalk rateSwing length Max exit velocity +1.6zSweet-spot rate -1.1zGround-ball rate +0.7z
12 Larnach, Trevor MIN · L · 311 PA 0.66 Isolated powerIn-zone contactOppo rate Sweet-spot rate +1.2zHard-hit rate -1.1zStrikeout rate -1.1z

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.