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. Stott, Bryson in signal, the comp in amber.
PHI · bats L · 627 PA
Ranked comps for Stott, Bryson
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | Young, Cole SEA · L · 663 PA | 0.86 | Hard-hit rateFly-ball rateChase rate | Walk rate -1.1zSwing length -0.8zIn-zone contact -0.7z | Player Projection Swing lab |
| 02 | Grissom, Vaughn LAA · R · 474 PA | 0.78 | Swing lengthIsolated powerSweet-spot rate | Walk rate -1.2zSprint speed -1.0zPull rate -0.7z | Player Projection Swing lab |
| 03 | Bazzana, Travis CLE · L · 530 PA | 0.77 | Sprint speedHard-hit rateMax exit velocity | Sweet-spot rate -1.1zWhiff rate +0.9zStrikeout rate +0.7z | Player Projection Swing lab |
| 04 | Springer, George TOR · R · 536 PA | 0.77 | Oppo rateFly-ball rateAvg exit velocity | Sprint speed -1.1zBat speed +0.9zWhiff rate +0.9z | Player Projection Swing lab |
| 05 | Realmuto, J.T. PHI · R · 482 PA | 0.76 | Chase rateGround-ball rateFly-ball rate | Bat speed +1.2zIn-zone contact -1.1zWhiff rate +0.9z | Player Projection Swing lab |
| 06 | Henderson, Gunnar BAL · L · 719 PA | 0.75 | Max exit velocityChase rateSprint speed | Bat speed +1.4zStrikeout rate +1.0zWhiff rate +0.8z | Player Projection Swing lab |
| 07 | Gilbert, Drew SF · L · 410 PA | 0.75 | Ground-ball rateWalk rateHard-hit rate | Fly-ball rate -1.2zAvg exit velocity -1.1zSweet-spot rate +0.9z | Player Projection Swing lab |
| 08 | Loftin, Nick KC · R · 446 PA | 0.75 | Isolated powerPull rateWhiff rate | Avg exit velocity -1.2zHard-hit rate -1.1zxwOBA on contact -1.0z | Player Projection Swing lab |
| 09 | Young, Jacob WSH · R · 488 PA | 0.73 | Strikeout rateFly-ball rateBarrel rate | Pull rate -0.9zOppo rate +0.9zAvg exit velocity -0.9z | Player Projection Swing lab |
| 10 | Ramírez, José CLE · L · 559 PA | 0.73 | Sweet-spot rateAvg exit velocityIsolated power | Ground-ball rate -1.4zPull rate +1.4zOppo rate -1.1z | Player Projection Swing lab |
| 11 | Rutschman, Adley BAL · L · 425 PA | 0.71 | Strikeout ratexwOBA on contactAvg exit velocity | Sweet-spot rate +1.6zSprint speed -1.3zFly-ball rate +0.7z | Player Projection Swing lab |
| 12 | O'Hearn, Ryan PIT · L · 472 PA | 0.70 | Swing lengthAvg exit velocityGround-ball rate | Max exit velocity -1.4zSprint speed -1.1zStrikeout rate +0.9z | 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.