The Comp Constellation

Profile-shape similarity over six weighted feature groups, standardized within this season's 254 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. Rodríguez, Julio in signal, the comp in amber.

SEA · bats R · 669 PA

Ranked comps for Rodríguez, Julio

#PlayerSimilarityAgrees onDiffers onOpen
01 Adell, Jo LAA · R · 680 PA 0.88 xwOBA on contactBarrel rateSwing length Max exit velocity +0.8zWalk rate -0.8zSweet-spot rate +0.5z
02 Smith, Cam HOU · R · 582 PA 0.79 Hard-hit rateMax exit velocityPull rate Chase rate -1.4zIn-zone contact -1.0zBarrel rate +0.6z
03 Duran, Jarren BOS · L · 633 PA 0.77 Walk rateMax exit velocityBarrel rate Pull rate +1.0zWhiff rate +0.9zOppo rate -0.8z
04 Crews, Dylan WSH · R · 453 PA 0.75 Barrel rateHard-hit rateAvg exit velocity Chase rate -1.0zBat speed -1.0zOppo rate -0.9z
05 House, Brady WSH · R · 371 PA 0.73 Avg exit velocityFly-ball rateBarrel rate In-zone contact -1.1zGround-ball rate +1.0zPull rate -1.0z
06 Chourio, Jackson MIL · R · 586 PA 0.70 Sprint speedIn-zone contactStrikeout rate Fly-ball rate +1.1zBarrel rate +1.0zPull rate -0.9z
07 Harris II, Michael ATL · L · 642 PA 0.66 Sweet-spot rateMax exit velocityAvg exit velocity Walk rate -1.3zChase rate +1.1zIn-zone contact +1.1z
08 Burger, Jake TEX · R · 638 PA 0.63 Avg exit velocityGround-ball ratexwOBA on contact Whiff rate +1.3zPull rate +1.2zIn-zone contact -1.2z
09 Baty, Brett NYM · L · 490 PA 0.62 Pull rateOppo ratexwOBA on contact Chase rate -1.6zSweet-spot rate +1.5zSprint speed -1.4z
10 Riley, Austin ATL · R · 649 PA 0.62 xwOBA on contactIsolated powerHard-hit rate Strikeout rate +1.6zFly-ball rate +1.1zIn-zone contact -1.1z
11 Griffin, Konnor PIT · R · 353 PA 0.62 Oppo rateChase ratexwOBA on contact Ground-ball rate +1.5zFly-ball rate -1.3zSweet-spot rate +1.1z
12 Realmuto, J.T. PHI · R · 482 PA 0.61 Strikeout rateGround-ball rateIn-zone contact Chase rate -1.4zMax exit velocity -1.2zBat speed -1.2z

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.