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. Pages, Andy in signal, the comp in amber.
LAD · bats R · 625 PA
Ranked comps for Pages, Andy
| # | Player | Similarity | Agrees on | Differs on | Open |
|---|---|---|---|---|---|
| 01 | Realmuto, J.T. PHI · R · 492 PA | 0.74 | Fly-ball rateMax exit velocitySprint speed | Isolated power -1.2zPull rate +1.0zIn-zone contact -1.0z | Player Projection Swing lab |
| 02 | Dingler, Dillon DET · R · 627 PA | 0.73 | Whiff rateAvg exit velocityHard-hit rate | Oppo rate -1.3zWalk rate -1.1zPull rate +0.9z | Player Projection Swing lab |
| 03 | Lowe, Nathaniel CIN · L · 478 PA | 0.70 | Hard-hit rateWhiff rateBarrel rate | Sprint speed -2.0zPull rate +0.9zChase rate -0.7z | Player Projection Swing lab |
| 04 | O'Hearn, Ryan PIT · L · 472 PA | 0.68 | Hard-hit rateChase rateWhiff rate | Sprint speed -1.2zMax exit velocity -1.2zSwing length -1.2z | Player Projection Swing lab |
| 05 | Duran, Ezequiel TEX · R · 612 PA | 0.68 | Max exit velocityOppo rateIsolated power | Swing length -1.4zGround-ball rate +1.3zIn-zone contact -0.8z | Player Projection Swing lab |
| 06 | Contreras, William MIL · R · 688 PA | 0.66 | Fly-ball ratePull rateWhiff rate | Sprint speed -1.7zSweet-spot rate -1.1zSwing length -1.0z | Player Projection Swing lab |
| 07 | Stott, Bryson PHI · L · 640 PA | 0.66 | Sprint speedAvg exit velocityFly-ball rate | Pull rate +1.2zOppo rate -1.2zSwing length -1.1z | Player Projection Swing lab |
| 08 | Marsh, Brandon PHI · L · 593 PA | 0.66 | Avg exit velocityHard-hit rateBarrel rate | Sweet-spot rate +1.4zPull rate +1.3zSwing length -1.1z | Player Projection Swing lab |
| 09 | Henderson, Gunnar BAL · L · 719 PA | 0.66 | Isolated powerBarrel rateSprint speed | Pull rate +1.9zOppo rate -1.5zGround-ball rate +0.9z | Player Projection Swing lab |
| 10 | Grissom, Vaughn LAA · R · 474 PA | 0.65 | Whiff rateChase rateIn-zone contact | Swing length -1.1zSprint speed -1.1zxwOBA on contact -1.0z | Player Projection Swing lab |
| 11 | Sheets, Gavin SD · L · 442 PA | 0.65 | Max exit velocityChase rateBarrel rate | Sweet-spot rate -1.6zSprint speed -1.3zPull rate +1.1z | Player Projection Swing lab |
| 12 | Crews, Dylan WSH · R · 453 PA | 0.64 | Hard-hit rateChase ratexwOBA on contact | In-zone contact -1.6zWhiff rate +1.4zOppo rate -1.3z | 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.